<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1646971</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2025.1646971</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Sodium carbonate and sodium silicate promote the Ca-montmorillonite: the nucleation, stabilization and hydrophilicity mechanisms</article-title>
<alt-title alt-title-type="left-running-head">Yin et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2025.1646971">10.3389/fchem.2025.1646971</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yin</surname>
<given-names>Chenglong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2597527"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Jin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3187356"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Shao-yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Chong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3186047"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Yong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>School of Urban Construction, Zhejiang Shuren University</institution>, <city>Hangzhou</city>, <country country="CN">China</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>College of Civil Engineering and Architecture, Zhejiang University</institution>, <city>Hangzhou</city>, <country country="CN">China</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Chenglong Yin, <email xlink:href="yinchenglong@zjsru.edu.cn">yinchenglong@zjsru.edu.cn</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-09-04">
<day>04</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1646971</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Yin, Huang, Deng, Ma and Peng.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yin, Huang, Deng, Ma and Peng</copyright-holder>
<license>
<ali:license_ref start_date="2025-09-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Montmorillonite is widely utilized in catalysis, environmental science, and civil engineering. Previous studies have demonstrated that Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> enhance the stability of Ca-montmorillonite-rich clayey soils in chemical soil stabilization. However, the microscopic mechanisms underlying their effects on nucleation, stabilization, and hydrophilicity remain unclear. This study investigates these mechanisms using Scanning Electron Microscopy (SEM) and Density Functional Theory (DFT) calculations. SEM results show that Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> enhance the strength of the stabilized soils by promoting the formation of cementitious and crystalline substances. DFT calculations reveal that SiO<sub>3</sub>
<sup>2-</sup> and CO<sub>3</sub>
<sup>2-</sup> exhibit the most negative adsorption energies of &#x2212;6.2&#xa0;eV and &#x2212;5.1&#xa0;eV, respectively, in the exchangeable layers of montmorillonite, significantly higher than those of Na<sup>&#x2b;</sup> and Ca<sup>2&#x2b;</sup>. On the montmorillonite surface, SiO<sub>3</sub>
<sup>2-</sup> and CO<sub>3</sub>
<sup>2-</sup> display even lower adsorption energies of &#x2212;8.7&#xa0;eV and &#x2212;6.8&#xa0;eV, respectively. Water molecules preferentially adsorb dissociatively on the montmorillonite surface with an energy of &#x2212;3.1&#xa0;eV; however, their adsorption is suppressed following the adsorption of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup>, with energies decreasing to between &#x2212;1.1&#xa0;eV and &#x2212;2.5&#xa0;eV. Differential charge density plots indicate that ion adsorption leads to charge redistribution and the formation of chemical bonds. Specifically, Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup> donate cationic charge, while CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> accept electrons. The study further explains why Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>, in combination with lime, are more effective than lime alone in soil stabilization. A mechanism model for nucleation, stabilization, and hydrophilicity is proposed to explain the role of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> in promoting Ca-montmorillonite stabilization. This work provides valuable insights into the chemical properties of montmorillonite and the synergistic effects of calcium-based stabilizers combined with Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> for soil stabilization.</p>
</abstract>
<kwd-group>
<kwd>stabilization and hydrophilicity mechanism</kwd>
<kwd>Ca-montmorillonite</kwd>
<kwd>density functional theory (DFT)</kwd>
<kwd>Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>
</kwd>
<kwd>soil stabilization</kwd>
<kwd>calcium-based stabilizer</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by Zhejiang Shuren University Research Project, grant number 2023R026.</funding-statement>
</funding-group>
<counts>
<fig-count count="15"/>
<table-count count="3"/>
<equation-count count="3"/>
<ref-count count="37"/>
<page-count count="12"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Theoretical and Computational Chemistry</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Clayey soil is a naturally occurring, multi-scale, and multi-phase mixture formed through geological and biological cycles. Its primary inorganic components are clay minerals&#x2014;such as montmorillonite, illite, and kaolinite&#x2014;which are derived from the weathering of rocks during the geological cycle and typically appear as fine, plate-like sheets (<xref ref-type="bibr" rid="B12">Giese and Van Oss, 2002</xref>; <xref ref-type="bibr" rid="B20">Mitchell and Soga, 2005</xref>). On one hand, these clay minerals possess a large specific surface area and interlayer ion exchange capacity, which make them widely applicable as adsorbents (<xref ref-type="bibr" rid="B37">Zhu et al., 2016</xref>), catalysts (<xref ref-type="bibr" rid="B14">Huang et al., 2023</xref>), and coagulants (<xref ref-type="bibr" rid="B11">Fran&#xe7;a et al., 2022</xref>) in the field of environmental pollution control and remediation. On the other hand, the surfaces of these minerals are generally negatively charged and exhibit high surface free energy, resulting in a strong affinity for water and causing varying degrees of volume expansion upon moisture exposure (<xref ref-type="bibr" rid="B20">Mitchell and Soga, 2005</xref>; <xref ref-type="bibr" rid="B23">Petry and Little, 2002</xref>). This pronounced sensitivity to moisture fluctuations of clay minerals leads to significant changes in the volume and mechanical strength of clayey soils, thereby posing risks to the stability and safety of buildings and infrastructure constructed on them. Such instability not only compromises structural integrity and public safety but also leads to substantial annual maintenance costs, limiting the broader use of clayey soils&#x2014;especially those with relatively high water content&#x2014;in civil engineering applications (<xref ref-type="bibr" rid="B2">Anburuvel, 2023</xref>; <xref ref-type="bibr" rid="B25">Pup and pala, 2016</xref>).</p>
<p>Soil stabilization is a widely adopted and cost-effective technique for enhancing the engineering properties of fine-grained soils, particularly clayey soils (<xref ref-type="bibr" rid="B2">Anburuvel, 2023</xref>; <xref ref-type="bibr" rid="B3">Barman and Dash, 2022</xref>; <xref ref-type="bibr" rid="B25">Pup and pala, 2016</xref>). This approach typically involves blending various stabilizers into the soils, followed by compaction at an optimal moisture content and a subsequent curing period (<xref ref-type="bibr" rid="B33">Yin et al., 2018</xref>; <xref ref-type="bibr" rid="B36">Zada et al., 2023</xref>). The fundamental mechanism of soil stabilization relies on utilizing the chemical and/or physicochemical reactions occurred in the stabilizer-soil mixture to modify the surface characteristics and interfacial interactions of soil particles, thus improving the strength, water-resistance and other engineering properties of the soils (<xref ref-type="bibr" rid="B2">Anburuvel, 2023</xref>; <xref ref-type="bibr" rid="B3">Barman and Dash, 2022</xref>; <xref ref-type="bibr" rid="B20">Mitchell and Soga, 2005</xref>; <xref ref-type="bibr" rid="B25">Pup and pala, 2016</xref>).</p>
<p>A wide variety of materials have been employed for soil stabilization. Among them, lime and Portland cement&#x2014;both containing calcium and thus referred to as calcium-based stabilizers&#x2014;have been among the earliest and most extensively used, due to their widespread availability and well-documented effectiveness (<xref ref-type="bibr" rid="B4">Bell, 1996</xref>; <xref ref-type="bibr" rid="B19">Ma et al., 2018</xref>; <xref ref-type="bibr" rid="B26">Raja and Thyagaraj, 2020</xref>). The stabilization mechanisms of these two calcium-based stabilizers involve a series of reaction processes, including cation exchange, flocculation and agglomeration (particle restructuring), cementitious hydration, hardening, carbonation, and pozzolanic reactions (<xref ref-type="bibr" rid="B2">Anburuvel, 2023</xref>; <xref ref-type="bibr" rid="B3">Barman and Dash, 2022</xref>; <xref ref-type="bibr" rid="B15">Jiang et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Pup and pala, 2016</xref>; <xref ref-type="bibr" rid="B31">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="B35">Yu et al., 2024</xref>).</p>
<p>The introduction of different additives into the calcium-based stabilizer-soil system can alter the reaction processes, resulting in varying stabilization effects. It has been reported that sodium carbonate (Na<sub>2</sub>CO<sub>3</sub>) and sodium silicate (Na<sub>2</sub>SiO<sub>3</sub>) can significantly enhance the strength, water resistance, and other properties of calcium-based stabilized soils (<xref ref-type="bibr" rid="B9">Dengliang and Aimin, 1988</xref>; <xref ref-type="bibr" rid="B21">Murmu et al., 2020</xref>; <xref ref-type="bibr" rid="B27">Rivera et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Yin et al., 2025</xref>). Zhang et al. (<xref ref-type="bibr" rid="B9">Dengliang and Aimin, 1988</xref>) conducted a systematic evaluation of the effects of lime-fly ash-based stabilizers with various additives on the compressive strength of stabilizer-soil mixtures. Their results showed that sodium carbonate, sodium silicate, sodium hydroxide, sodium sulfate, and sodium phosphate notably improved the compressive strength of lime-fly ash soils. In our previous study (<xref ref-type="bibr" rid="B34">Yin et al., 2025</xref>), we also found that adding only 0.05% sodium carbonate and 0.05% sodium silicate, based on the dry soil weight in solution form, effectively enhanced the 7-day unconfined compressive strength of a calcium-based stabilizer-soil mixture, with the highest strength improvement observed at 34.5%.</p>
<p>The mechanism behind this phenomenon is not yet fully understood. Some researchers have attributed it to the reactions between <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and Na<sub>2</sub>CO<sub>3</sub> or Na<sub>2</sub>SiO<sub>3</sub>, as described by the following equations:<disp-formula id="e1">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>Na</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mtext>CO</mml:mtext>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2002;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mtext>CaCO</mml:mtext>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2193;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>NaOH</mml:mtext>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>Na</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mtext>Si</mml:mtext>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2002;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>CaSi</mml:mtext>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2193;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>NaOH</mml:mtext>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>The <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is derived from lime and the hydration of Portland cement. The resulting precipitates, calcium carbonate (CaCO<sub>3</sub>) and calcium silicate hydrate (C-S-H), enhance soil stabilization by modifying particle surface characteristics (<xref ref-type="bibr" rid="B8">Chung et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Teerawattanasuk and Voottipruex, 2019</xref>), filling interparticle voids (<xref ref-type="bibr" rid="B24">Phummiphan et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Teerawattanasuk and Voottipruex, 2019</xref>), and strengthening interparticle bonding (<xref ref-type="bibr" rid="B1">Abdullah et al., 2021</xref>). These processes collectively contribute to the improved macroscopic strength and water resistance of calcium-based stabilized soils. However, the atomic-scale mechanisms that underlie the strength enhancement and hydrophilicity regulation remain poorly understood, particularly in terms of the roles of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> in promoting Ca<sup>2&#x2b;</sup>-clay coordination, modifying the adsorption sites of water molecule, and altering surface charge distribution.</p>
<p>The first-principles method, particularly Density Functional Theory (DFT), is a powerful computational approach for investigating the interaction mechanisms between materials at the atomic and electronic levels. Unlike molecular dynamics (MD) or Monte Carlo (MC) simulations, which primarily rely on classical force fields to model interactions, DFT provides a more fundamental understanding by directly calculating the electronic structure of a system. This allows for deeper insights into the nature of chemical bonds, reaction mechanisms, and material properties. As a result, DFT is particularly well-suited for exploring the interaction mechanisms between clay minerals and various materials. Montmorillonite, with its characteristic 2:1 layered structure and notable properties such as strong water absorption and swelling behavior, is often the preferred clay mineral for DFT-based calculations. <xref ref-type="bibr" rid="B22">Peng et al. (2016)</xref> demonstrated that water molecules exhibit distinct adsorption behaviors on different montmorillonite surfaces. On the Na-montmorillonite (001) basal surface, adsorption primarily occurs through electrostatic interactions between water molecules and Na<sup>&#x2b;</sup> cations. In contrast, on the (010) edge surface, hydrogen bonds form between water molecules and surface -OH or -OH<sub>2</sub> groups. Miyamoto et al. (<xref ref-type="bibr" rid="B7">Chatterjee et al., 1999</xref>) further showed that Na<sup>&#x2b;</sup> cations migrate toward the negative charge centers of clay clusters, with each Na<sup>&#x2b;</sup> cation being coordinated by five interlayer water molecules in montmorillonite. Additionally, studies have explored the adsorption of water molecules by various interlayer cations in montmorillonite (<xref ref-type="bibr" rid="B17">Li et al., 2023</xref>), the adsorption of bisphenol by montmorillonite (<xref ref-type="bibr" rid="B13">Guo et al., 2022</xref>), and the acid activation process of montmorillonite (<xref ref-type="bibr" rid="B10">Fonseca et al., 2018</xref>). While previous studies have focused on water adsorption in montmorillonite, the use of DFT calculations to investigate the molecular nucleation mechanisms of stabilizer-montmorillonite mixtures and their subsequent effects on water adsorption remains limited. Understanding the nucleation and hydrophilicity mechanisms of these mixtures is crucial for gaining a deeper insight into the soil stabilization process. Therefore, this study employs the DFT method to explore these mechanisms.</p>
<p>Based on our preliminary experimental research (<xref ref-type="bibr" rid="B34">Yin et al., 2025</xref>), the aim of this study is to investigate the mechanisms by which Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> enhance the stability of calcium-based stabilizer-soil mixtures. The morphological changes in the microstructure of the stabilized soils were investigated by SEM scanning. The interactions between Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> with montmorillonite were examined using DFT calculations. In addition, the surface hydrophilicity before and after stabilization was analyzed, and the adsorption mechanism was explored through differential charge analysis. This work offers a theoretical perspective on the synergistic mechanisms of calcium-based stabilizers in combination with Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> in soil stabilization.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Materials and computation details</title>
<sec id="s2-1">
<label>2.1</label>
<title>Experimental materials</title>
<p>The experimental soil, a type of lean clay predominantly consisting of montmorillonite and other minerals, has its physical and chemical properties detailed in <xref ref-type="table" rid="T1">Table 1</xref>. For this study, the calcium-based stabilizer, denoted as B2, is a composite mixture of Portland cement (PC), lime (L), and fly ash (FA) with a mass ratio of 4:2:1(PC:L:FA), and the chemical compositions of these three components are illustrated in <xref ref-type="table" rid="T2">Table 2</xref>. The sodium carbonate (<inline-formula id="inf3">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:msub>
<mml:mtext>Na</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and sodium silicate (<inline-formula id="inf4">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:msub>
<mml:mtext>Na</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>SiO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#xb7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mn>9</mml:mn>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>) used in the experiments are all analytical pure chemical reagents produced by Shanghai Hushi Laboratory Equipment Co., Ltd (Shanghai, China).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Physical and chemical properties of soil sample.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Natural dry density (g/cm<sup>3</sup>)</th>
<th align="center">Dried moisture content (%)</th>
<th align="center">Specific gravity</th>
<th align="center">Liquid limit (%)</th>
<th align="center">Plastic limit (%)</th>
<th align="center">Plasticity index</th>
<th align="center">Activity of clay</th>
<th align="center">pH (distilled water)</th>
<th align="center">pH (1M KCl solution)</th>
<th align="center">Carbon content Wt (%)</th>
<th align="center">Sulphur content Wt (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1.64</td>
<td align="center">2.94</td>
<td align="center">2.69</td>
<td align="center">37.8</td>
<td align="center">19.3</td>
<td align="center">18.5</td>
<td align="center">2.02</td>
<td align="center">6.55</td>
<td align="center">5.86</td>
<td align="center">1.59&#x223C;4.25</td>
<td align="center">0&#x223C;0.77</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Chemical composition of the calcium-based stabilizers.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Materials</th>
<th colspan="9" align="center">Chemical compositions (Mass fraction, %)</th>
</tr>
<tr>
<th align="center">SiO<sub>2</sub>
</th>
<th align="center">Al<sub>2</sub>O<sub>3</sub>
</th>
<th align="center">Fe<sub>2</sub>O<sub>3</sub>
</th>
<th align="center">CaO</th>
<th align="center">Na<sub>2</sub>O</th>
<th align="center">K<sub>2</sub>O</th>
<th align="center">MgO</th>
<th align="center">TiO<sub>2</sub>
</th>
<th align="center">SO<sub>3</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">PC</td>
<td align="center">18.04</td>
<td align="center">8.79</td>
<td align="center">4.96</td>
<td align="center">54.14</td>
<td align="center">0.12</td>
<td align="center">0.32</td>
<td align="center">3.56</td>
<td align="center">-</td>
<td align="center">1.77</td>
</tr>
<tr>
<td align="center">L</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">86.26</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.68</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">FA</td>
<td align="center">11.61</td>
<td align="center">21.73</td>
<td align="center">1.75</td>
<td align="center">40.28</td>
<td align="center">0.95</td>
<td align="center">1.36</td>
<td align="center">0.49</td>
<td align="center">1.66</td>
<td align="center">0.61</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Experimental methods</title>
<p>The experimental procedures primarily consisted of compaction testing, specimen preparation and curing, and unconfined compression testing, conducted in accordance with the Chinese Standard JTG 3441-2024. Initially, the B2 stabilizer and dried soil were thoroughly mixed in a mass ratio of 4:2:1:100 (PC:L:FA:dry soil), yielding a base mixture. Then the maximum dry density and optimum moisture content of the base mixture were tested to be 1.79&#xa0;g/cm<sup>3</sup> and 15%, respectively, by the modified Proctor compaction test. Subsequently, 0.05% sodium carbonate and 0.05% sodium silicate (calculated relative to the dry soil weight and added in an aqueous solution manner) were then incorporated into part of the base mixture to form a testing mixture. The mixtures with and without the two sodium salts were then statically compacted into cylindrical specimens, each measuring 50&#xa0;mm in height and 50&#xa0;mm in diameter, at their optimum moisture content using a 30&#xa0;kN hydraulic pressing machine. Then, the compacted specimens were transferred to a curing room maintained at a temperature of 20&#x2009;&#xb0;C &#xb1; 1&#x2009;&#xb0;C and a relative humidity of 95% &#xb1; 5%. After a 7-day curing period, unconfined compression tests were conducted using a 30&#xa0;kN hydraulic pressing machine at a displacement rate of 1&#xa0;mm/min.</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Experimental characterization</title>
<p>After the compression tests, samples extracted from the tested specimens were subjected to SEM scanning. An FEI Quanta 650 FEG Environmental SEM (ESEM) was employed for the scanning process, operating within an acceleration voltage range of 200V to 30&#xa0;kV and with a maximum beam current of 200&#xa0;nA.</p>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>DFT computational method</title>
<p>CP2K (<xref ref-type="bibr" rid="B16">K&#xfc;hne et al., 2020</xref>) was employed to carry out the theoretical calculations in the framework of density functional theory (DFT). CP2K employed two representations of the electron density: localized Gaussian and plane wave basis sets. For the Gaussian-based (localized) expansion of the Kohn&#x2013;Sham orbitals, we used a library of contracted molecularly optimized valence double-zeta plus polarization basis sets (<xref ref-type="bibr" rid="B30">VandeVondele and Hutter, 2007</xref>), and the complementary plane wave basis set had a cutoff of 400 Rydberg for the electron density. The generalized gradient corrected approximation of Perdew, Burke and Ernzerhof (PBE) (<xref ref-type="bibr" rid="B5">Bl&#xf6;chl, 1994</xref>) was adopted to relax the geometric structures. The energy and force convergence criteria of the self-consistent iteration were set to 10&#x2013;5&#xa0;eV and 0.03&#xa0;eV &#xc5;-1. The ions are calculated in a 15&#xa0;&#xc5; &#xd7; 15&#xa0;&#xc5; &#xd7; 15&#xa0;&#xc5; cell. Since montmorillonite has layered structure, no additional vacuum layer was set, which is consistent with previously reported montmorillonite calculations (<xref ref-type="bibr" rid="B17">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B22">Peng et al., 2016</xref>). During calculation, all atoms remain relaxed.</p>
<p>The adsorption energies were used to assess the adsorption capacity of the montmorillonite models for molecules and ions. The adsorption energy is defined by <xref ref-type="disp-formula" rid="e3">Formula 3</xref>, where &#x394;E represents the adsorption energy, while E (surf), E (ion), and E (ion/surf) denote the total energies of the surface, the free ion, and the surface with the ion, respectively. The more negative the adsorption energy in value, the greater the exothermic heat released, and the more stable the system becomes.<disp-formula id="e3">
<mml:math id="m7">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>ion</mml:mtext>
<mml:mo>/</mml:mo>
<mml:mtext>surf</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2013;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>surf</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2013;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>ion</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>Montmorillonite surface model</title>
<p>Montmorillonite (PDF&#x23;13-0135), with the chemical formula CaAl<sub>4</sub>Si<sub>8</sub>O<sub>24</sub>, belongs to the hexagonal crystal system. <xref ref-type="fig" rid="F1">Figure 1</xref> displays the top and side views of the montmorillonite model. The unit cell parameters are as follows: a &#x3d; 5.169&#xa0;&#xc5;, b &#x3d; 5.169&#xa0;&#xc5;, c &#x3d; 15.02&#xa0;&#xc5;, with angles &#x3b1; &#x3d; 90.0&#xb0;, &#x3b2; &#x3d; 90.0&#xb0;, and &#x3b3; &#x3d; 90.0&#xb0;. In its structure, Ca<sup>2&#x2b;</sup> cations act as exchangeable ions located between the layers, while Al<sup>3&#x2b;</sup> cations reside in the bulk phase. The Si<sup>4&#x2b;</sup> cations are tetrahedrally coordinated within the SiO<sub>4</sub> units, and the O<sup>2-</sup> anions are 2-coordinated in the OSi<sub>2</sub> environment and 3-coordinated in the OSiAl<sub>2</sub> environment.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The top and side view of montmorillonite. The red, blue, gray, and dark gray represent O, Si, Al and Ca, respectively.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g001.tif">
<alt-text content-type="machine-generated">Top and side views of a crystal structure lattice. The image includes a legend indicating atom types: calcium (Ca) in large light blue spheres, silicon (Si) in dark blue spheres, aluminum (Al) in medium light blue spheres, and oxygen (O) in red spheres.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<label>3</label>
<title>Results and discussion</title>
<sec id="s3-1">
<label>3.1</label>
<title>The strength and microscopic morphological characteristics of the mixtures</title>
<p>The 7-day unconfined compressive strength of the base mixture was determined to be 1.182&#xa0;MPa. After introducing 0.05% sodium carbonate and 0.05% sodium silicate, the 7-day unconfined compressive strength of the testing mixture escalated to 1.620&#xa0;MPa, signifying a 34.5% enhancement in strength (<xref ref-type="bibr" rid="B34">Yin et al., 2025</xref>).</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows the SEM images of soil samples before and after the addition of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>. In the SEM images of the B2 stabilizer-soil mixture, prominent pores can be observed, along with only a small amount of fibrous or reticular cementitious substances and acicular crystals on the particle surfaces (<xref ref-type="bibr" rid="B6">Cao et al., 2022</xref>; <xref ref-type="bibr" rid="B32">Wu et al., 2018</xref>). After adding Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>, the pores are filled with fibrous or reticular cementitious substances and acicular crystals, and similar deposits are observed coating the particle surfaces. This suggests that the addition of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> promotes the formation of cementitious and crystalline substances which are deduced to be C-S-H and calcium carbonate according to chemical reaction <xref ref-type="disp-formula" rid="e1">Equations 1</xref>, <xref ref-type="disp-formula" rid="e2">2</xref>. These newly formed substances effectively modify the surface characteristics of the soil particles, fill interparticle voids, and enhance interparticle bonding. As a result, the strength of the stabilizer-soil mixtures increase from 1.182&#xa0;MPa to 1.620&#xa0;MPa, which aligns well with findings reported in previous studies (<xref ref-type="bibr" rid="B1">Abdullah et al., 2021</xref>; <xref ref-type="bibr" rid="B8">Chung et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Dengliang and Aimin, 1988</xref>; <xref ref-type="bibr" rid="B21">Murmu et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Phummiphan et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Rivera et al., 2020</xref>; <xref ref-type="bibr" rid="B29">Teerawattanasuk and Voottipruex, 2019</xref>; <xref ref-type="bibr" rid="B34">Yin et al., 2025</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>SEM images of soil samples <bold>(a,b)</bold> are the B2 stabilizer-soil mixture without Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>; <bold>(c,d)</bold> are the B2 stabilizer-soil mixture with the addition of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g002.tif">
<alt-text content-type="machine-generated">Scanning electron microscope images showing different textures of materials. Image (a) displays a dense, rough surface at 800x magnification. Image (b) presents a smoother, fluffy texture at 4000x magnification. Image (c) shows a semi-rough, interconnected structure at 1000x magnification. Image (d) reveals a network of fibrous strands at 1000x magnification. Each panel includes detailed measurement data at the bottom.</alt-text>
</graphic>
</fig>
<p>However, the existing techniques are difficult to characterize the microscopic processes and mechanisms of nucleation and crystallization of Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> in the pores and on the surface of montmorillonite. Therefore, subsequently, the DFT method was adopted to study their nucleation and crystallization mechanisms as well as physicochemical properties.</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Structures and adsorption energies of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup>
</title>
<p>Montmorillonite contains both exchangeable layers and surfaces. Accordingly, the adsorption behaviors of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup> in these two distinct scenarios were investigated.</p>
<sec id="s3-2-1">
<label>3.2.1</label>
<title>On exchangeable layer</title>
<p>
<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref> show the structures and adsorption energies for the adsorption of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup> on the exchangeable layer of montmorillonite. For Ca<sup>2&#x2b;</sup> adsorption on the exchangeable layer, the adsorption energy is &#x2212;1.9&#xa0;eV. The distance between the two Ca<sup>2&#x2b;</sup> atom is 518 pm. When Na<sup>&#x2b;</sup> adsorbs on the exchangeable layer, its adsorption energy is &#x2212;2.3&#xa0;eV, which is slightly higher than that of Ca<sup>2&#x2b;</sup> on exchangeable layer. The distance between the Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup> is 428 pm.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The structures of <bold>(a)</bold> Ca<sup>2&#x002B;</sup>, <bold>(b)</bold> Na<sup>&#x002B;</sup>, <bold>(c)</bold> CO<sub>3</sub>
<sup>2-</sup> and <bold>(d)</bold> SiO<sub>3</sub>
<sup>2-</sup> on the exchangeable layer of montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g003.tif">
<alt-text content-type="machine-generated">Four illustrations show atomic structures on exchangeable layers. (a) Calcium atoms with a distance of 518. (b) Sodium and another atom with a distance of 428. (c) Carbonate group with a value of 193. (d) Silicate group with a value of 191. All are set against a lattice structure of red and blue spheres.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The adsorption energies of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> on the exchangeable layer of montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g004.tif">
<alt-text content-type="machine-generated">Bar graph showing adsorption energy in electron volts (eV) for four substances: calcium (Ca), sodium (Na), carbonate (CO&#x2083;), and silicate (SiO&#x2083;). Each bar is color-coded: black for Ca, red for Na, blue for CO&#x2083;, and orange for SiO&#x2083;. The adsorption energy values decrease from left to right, with the lowest energy for SiO&#x2083; at just above negative eight eV.</alt-text>
</graphic>
</fig>
<p>For CO<sub>3</sub>
<sup>2-</sup> adsorption on the exchangeable layer, CO<sub>3</sub>
<sup>2-</sup> coordinates with Ca<sup>2&#x2b;</sup> through O. The Ca-O bond length is 193 pm, and the adsorption energy is &#x2212;5.1&#xa0;eV. For SiO<sub>3</sub>
<sup>2-</sup> adsorption on the exchangeable layer, SiO<sub>3</sub>
<sup>2-</sup> coordinates with Ca<sup>2&#x2b;</sup> through one O atom. The Ca-O bond length is 191 pm, and the adsorption energy is &#x2212;6.2&#xa0;eV.</p>
<p>Thus, SiO<sub>3</sub>
<sup>2-</sup> has the highest adsorption energies, indicating a stronger interaction with the montmorillonite exchangeable layer compared to CO<sub>3</sub>
<sup>2-</sup>, Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup>. The adsorption energy order is SiO<sub>3</sub>
<sup>2-</sup> &#x3e; CO<sub>3</sub>
<sup>2-</sup> &#x3e;&#x3e; Na<sup>&#x2b;</sup> &#x3e; Ca<sup>2&#x2b;</sup>. This implies that CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> are more likely to be stably adsorbed on the layer than that of Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup>.</p>
</sec>
<sec id="s3-2-2">
<label>3.2.2</label>
<title>On surface</title>
<p>
<xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref> show the structures and adsorption energies for the adsorption of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup> on the surface of montmorillonite. For the adsorption of Ca<sup>2&#x2b;</sup> on the surface of montmorillonite, the adsorption energy is - 4.7&#xa0;eV Ca<sup>2&#x2b;</sup> adsorbs on the surface of montmorillonite by bonding with two O atoms. The bond lengths are 283 pm and 220 pm respectively. This indicates that for Ca<sup>2&#x2b;</sup>, surface adsorption results in a higher adsorption energy and greater stability compared to layer adsorption. In contrast, during layer adsorption, its adsorption energy was only &#x2212;1.9&#xa0;eV. The higher adsorption energy during surface adsorption implies a stronger interaction between Ca<sup>2&#x2b;</sup> and the montmorillonite surface, thus making the adsorbed state more stable.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The structures of <bold>(a)</bold> Ca<sup>2&#x002B;</sup>, <bold>(b)</bold> Na<sup>&#x002B;</sup>, <bold>(c)</bold> CO<sub>3</sub>
<sup>2-</sup> and <bold>(d)</bold> SiO<sub>3</sub>
<sup>2-</sup> on the surface of montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g005.tif">
<alt-text content-type="machine-generated">Four diagrams show different molecules on a surface: (a) calcium with angles 283 and 220 degrees, (b) sodium with angles 258 and 289 degrees, (c) carbonate with angles 215, 209, and 201 degrees, and (d) silicate with angles 219, 216, and 185 degrees.</alt-text>
</graphic>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The adsorption energies of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> on the surface of montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g006.tif">
<alt-text content-type="machine-generated">Bar chart showing adsorption energy in electron volts (eV) for four compounds: Ca, Na, CO3, and SiO3. Ca has approximately -4.5 eV, Na around -5 eV, CO3 around -6 eV, and SiO3 about -8 eV.</alt-text>
</graphic>
</fig>
<p>When Na<sup>&#x2b;</sup> adsorbs on the surface, its adsorption energy is &#x2212;5.1&#xa0;eV. The distances between two surface O atoms are 258 pm and 289 pm. The higher adsorption energy compared to Ca<sup>2&#x2b;</sup> suggests that Na<sup>&#x2b;</sup> has a stronger interaction with the surface.</p>
<p>For the adsorption of CO<sub>3</sub>
<sup>2-</sup> on the surface, the adsorption energy is &#x2212;6.8&#xa0;eV CO<sub>3</sub>
<sup>2-</sup> forms bonds with Ca<sup>2&#x2b;</sup> through two O atoms, with Ca-O bond lengths of 215 pm and 209 pm. Additionally, CO<sub>3</sub>
<sup>2-</sup> bonds with a surface Si atom via one O atom, with the O-Si bond length of 201 pm. For the adsorption of SiO<sub>3</sub>
<sup>2-</sup> on the surface, the adsorption energy reaches &#x2212;8.7&#xa0;eV, the highest among the four substances. SiO<sub>3</sub>
<sup>2-</sup> forms bonds with Ca<sup>2&#x2b;</sup> through two O atoms, with Ca-O bond lengths of 219 pm and 216 pm, and also bonds with a surface Si atom through one O atom, with O-Si bond length of 185 pm.</p>
<p>Overall, the order of adsorption energies is SiO<sub>3</sub>
<sup>2-</sup> &#x3e; CO<sub>3</sub>
<sup>2-</sup> &#x3e; Na<sup>&#x2b;</sup> &#x3e; Ca<sup>2&#x2b;</sup>. This implies that SiO<sub>3</sub>
<sup>2-</sup> is most likely to be stably adsorbed on the surface, followed by Na<sup>&#x2b;</sup> and CO<sub>3</sub>
<sup>2-</sup>, while Ca<sup>2&#x2b;</sup> has relatively weaker adsorption stability.</p>
<p>The above study investigated the adsorption behavior of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup>. Both SiO<sub>3</sub>
<sup>2-</sup> and CO<sub>3</sub>
<sup>2-</sup> exhibite the most negative adsorption energies on the exchange layer and surface. This proves that Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> all contribute to the solidification of Ca<sup>2&#x2b;</sup> and the stability of montmorillonite.</p>
</sec>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>Hydrophilicity of montmorillonite</title>
<sec id="s3-3-1">
<label>3.3.1</label>
<title>Clean montmorillonite</title>
<p>
<xref ref-type="fig" rid="F7">Figures 7</xref>, <xref ref-type="fig" rid="F8">8</xref> show the structures and adsorption energies for the adsorption of H<sub>2</sub>O and OH on the montmorillonite. For the H<sub>2</sub>O physical adsorption configuration, the adsorption energy is only &#x2212;0.1&#xa0;eV. The H<sub>2</sub>O is through a hydrogen bond with the montmorillonite surface O, with the hydrogen bond distance of 195 pm. For the H<sub>2</sub>O molecular adsorption configuration, the adsorption energy is &#x2212;2.6&#xa0;eV. The H<sub>2</sub>O molecule bonds with the layer Ca<sup>2&#x2b;</sup>, with the distance between the O atom of H<sub>2</sub>O and the layer Ca<sup>2&#x2b;</sup> atom being 226 pm. Additionally, H<sub>2</sub>O forms a hydrogen bond with the surface O atom, and the bond length of this hydrogen bond is 182 pm. This indicates that H<sub>2</sub>O can form a strong hydrogen bond with the montmorillonite surface. This strong hydrogen bond can further promote the dissociation of H<sub>2</sub>O. As shown in the H<sub>2</sub>O dissociative adsorption structure in <xref ref-type="fig" rid="F7">Figure 7</xref>, the adsorption energy is &#x2212;3.1&#xa0;eV. The dissociated OH group bonds with layer Ca<sup>2&#x2b;</sup>, with the Ca-O distance being 194 pm. The dissociated H atom bonds with a surface O atom, and the O-H bond length is 98 pm.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The structures of H<sub>2</sub>O and OH on the montmorillonite; <bold>(a)</bold> H<sub>2</sub>O physical adsorption, <bold>(b)</bold> H<sub>2</sub>O molecular adsorption, <bold>(c)</bold> H<sub>2</sub>O dissociative adsorption.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g007.tif">
<alt-text content-type="machine-generated">Three diagrams depict different types of adsorption on a surface. (a) H2O physical adsorption shows water molecules above the surface. (b) H2O molecular adsorption includes distances of 226 and 182 picometers. (c) H2O dissociative adsorption includes distances of 194 and 98 picometers. Blue and red spheres represent atoms, forming a lattice.</alt-text>
</graphic>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The adsorption energies of H<sub>2</sub>O and OH on the montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g008.tif">
<alt-text content-type="machine-generated">Bar graph comparing adsorption energies for different types: physical adsorption (black, near 0 eV), molecular adsorption (red, around -2 eV), and dissociative adsorption (blue, approximately -6 eV).</alt-text>
</graphic>
</fig>
<p>As can be seen from the above, H<sub>2</sub>O molecules are more likely to exist in a dissociated form on the surface of montmorillonite compared to molecular adsorption. Whether it is the dissociated adsorption of intact H<sub>2</sub>O molecules or the adsorption of a single OH group, they all adsorb onto the layer Ca<sup>2&#x2b;</sup> and tend to form hydrogen bonds with the surface. The formation of hydrogen bonds in all these cases further stabilizes the adsorbed species. Understanding these surface-water interaction mechanisms is of great importance for comprehending related chemical processes, such as ion exchange reactions occurring on the montmorillonite surface.</p>
</sec>
<sec id="s3-3-2">
<label>3.3.2</label>
<title>Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> absorbed montmorillonite</title>
<p>
<xref ref-type="fig" rid="F9">Figures 9</xref>, <xref ref-type="fig" rid="F10">10</xref> display the structures and adsorption energies for the adsorption of H<sub>2</sub>O on Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup>-absorbed montmorillonite. The adsorption energy of Ca-H<sub>2</sub>O is &#x2212;1.7&#xa0;eV, which is lower than that of H<sub>2</sub>O on pristine montmorillonite (&#x2212;3.1&#xa0;eV). In this structure, the H<sub>2</sub>O molecule bonds with the layer Ca<sup>2&#x2b;</sup>, with the distance between the O atom of H<sub>2</sub>O and the Ca<sup>2&#x2b;</sup> atom being 232 pm. For Na-H<sub>2</sub>O, the adsorption energy is &#x2212;2.5&#xa0;eV, which is stronger than Ca-H<sub>2</sub>O but comparable to H<sub>2</sub>O on clean montmorillonite. The H<sub>2</sub>O molecule bonds with surface Na<sup>&#x2b;</sup>, with the O-Na bond distance being 229 pm.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The structures of H<sub>2</sub>O on the <bold>(a)</bold> Ca<sup>2&#x002B;</sup>, <bold>(b)</bold> Na<sup>&#x002B;</sup>, <bold>(c)</bold> CO<sub>3</sub>
<sup>2-</sup> and <bold>(d)</bold> SiO<sub>3</sub>
<sup>2-</sup> absorbed montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g009.tif">
<alt-text content-type="machine-generated">Four molecular structure diagrams labeled (a) Ca-H&#x2082;O, (b) Na-H&#x2082;O, (c) CO&#x2083;-H&#x2082;O, and (d) SiO&#x2083;-H&#x2082;O. Each shows different atoms and bonds, with numbers 232, 229, 239, and 236 indicating possible energy levels or measurements.</alt-text>
</graphic>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>The adsorption energies of H<sub>2</sub>O on the Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> absorbed montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g010.tif">
<alt-text content-type="machine-generated">Bar chart showing adsorption energy in electron volts for four compounds: Ca-H&#x2082;O (-2 eV, black), Na-H&#x2082;O (-2 eV, red), CO&#x2083;-H&#x2082;O (-1.5 eV, blue), and SiO&#x2083;-H&#x2082;O (-1.2 eV, orange).</alt-text>
</graphic>
</fig>
<p>In the CO<sub>3</sub>-H<sub>2</sub>O and SiO<sub>3</sub>-H<sub>2</sub>O structures, their adsorption energies are &#x2212;1.2&#xa0;eV and &#x2212;1.1&#xa0;eV, respectively. The adsorbed H<sub>2</sub>O molecules form bonds with Ca<sup>2&#x2b;</sup> through O, with Ca-O bond distances of 239 pm and 236 pm, respectively.</p>
<p>By comparing the adsorption of H<sub>2</sub>O on pristine montmorillonite and montmorillonite adsorbed with Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup>, it is evident that montmorillonite adsorbed with Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup> inhibits water adsorption to different extents.</p>
</sec>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Adsorption mechanism from electronic structure</title>
<p>
<xref ref-type="fig" rid="F11">Figure 11</xref> shows the differential charge density plots of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> on the on the montmorillonite surface.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>The differential charge density plots of <bold>(a)</bold> Ca<sup>2&#x002B;</sup>, <bold>(b)</bold> Na<sup>&#x002B;</sup>, <bold>(c)</bold> CO<sub>3</sub>
<sup>2&#x2212;</sup> and <bold>(d)</bold> SiO<sub>3</sub>
<sup>2&#x2212;</sup> on the montmorillonite surface. Yellow: charge accumulation; Cyan: charge depletion. The isosurface value is set to 0.008 e/Bohr3.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g011.tif">
<alt-text content-type="machine-generated">Diagrams illustrating electron localization for various materials on a surface. Panel (a) shows Ca with electron values 0.36 and 0.88 lel, (b) shows Na with 0.03 and 0.95 lel, (c) shows CO3 with 0.52 and 0.94 lel, and (d) shows SiO3 with 0.55 and 0.93 lel. Each diagram has a layered structure with red, blue, and gray atoms.</alt-text>
</graphic>
</fig>
<p>It can be observed that there are significant changes in charge densities near the Ca<sup>2&#x2b;</sup> atoms and the surface O atoms of montmorillonite. Ca<sup>2&#x2b;</sup> atoms tend to lose electrons, characterized by a decrease in electron-cloud density (blue regions) around them. In contrast, the electron - cloud density around the surface O atoms that bond with Ca<sup>2&#x2b;</sup> increases (yellow regions). This indicates that during the adsorption of Ca<sup>2&#x2b;</sup>, electrons are transferred from Ca<sup>2&#x2b;</sup> atoms to the surface atoms, forming ionic or polar covalent bonds. Such charge transfer enhances the interaction between Ca<sup>2&#x2b;</sup> and the montmorillonite surface. During the adsorption of Na<sup>&#x2b;</sup>, the charge transfer is less intense compared to that of Ca<sup>2&#x2b;</sup>. Therefore, in the figure, charge accumulation is only shown between the Na-O bonds.</p>
<p>When CO<sub>3</sub>
<sup>2-</sup> is adsorbed on the surface, there are notable changes in charge densities in the bonding regions between CO<sub>3</sub>
<sup>2-</sup> and the Ca<sup>2&#x2b;</sup> and Si atoms on the montmorillonite surface. There is an overlap and redistribution of electron clouds between the O atoms in CO<sub>3</sub>
<sup>2-</sup> and the Ca<sup>2&#x2b;</sup> and Si atoms. The increase in electron-cloud density around the O atoms indicates the inflow of electrons, leading to the formation of chemical bonds.</p>
<p>When SiO<sub>3</sub>
<sup>2-</sup> is adsorbed on the surface, significant changes in electron-cloud densities occur at the bonding sites between the O atoms of SiO<sub>3</sub>
<sup>2-</sup> and the Ca<sup>2&#x2b;</sup> and Si atoms on the montmorillonite surface. The electron-cloud enrichment around the O atoms (yellow regions) indicates that electrons are transferred from the surface atoms to the O atoms, forming stable chemical bonds.</p>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> shows the charge transfer between Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> with the montmorillonite surface. Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup> exhibit significantly stronger charge transfer with surface atoms than with interlayer Ca. Notably, the charge transfer between Na<sup>&#x2b;</sup> and interlayer Ca<sup>2&#x2b;</sup> is extremely weak, with a magnitude of only 0.03&#x7c;e&#x7c;. The charge transfer trends highlight that Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup> primarily interact with montmorillonite surfaces through cationic charge donation, with Ca<sup>2&#x2b;</sup> exhibiting stronger binding due to higher charge transfer. In contrast, both CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> demonstrate substantial charge transfer with both surface and interlayer Ca<sup>2&#x2b;</sup> atoms. CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> form stable associations with both surface and interlayer Ca<sup>2&#x2b;</sup> via electron acceptance, consistent with the structural insights from differential charge density plots.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Charge transfer between Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> and SiO<sub>3</sub>
<sup>2-</sup> with the montmorillonite surface.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Ca<sup>2&#x2b;</sup>
</th>
<th align="left">Na<sup>&#x2b;</sup>
</th>
<th align="left">CO<sub>3</sub>
<sup>2-</sup>
</th>
<th align="left">SiO<sub>3</sub>
<sup>2-</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Charge</td>
<td align="left">1.24</td>
<td align="left">0.92</td>
<td align="left">&#x2212;1.46</td>
<td align="left">&#x2212;1.48</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-5">
<label>3.5</label>
<title>Comparison with alkaline OH treatment</title>
<p>The alkaline treatment process of montmorillonite has also been examined as shown in <xref ref-type="fig" rid="F12">Figures 12</xref>, <xref ref-type="fig" rid="F13">13</xref>. The OH group adsorbs onto the Ca<sup>2&#x2b;</sup> atom in the layer, forming a Ca-O bond with a bond length of 194 pm. Additionally, the OH group forms a hydrogen bond with the surface, with a bond length of 251 pm, indicating the formation of a moderately strong hydrogen bond. The adsorption energy of the OH group is &#x2212;6.5&#xa0;eV, which is close to the &#x2212;6.8&#xa0;eV of CO<sub>3</sub>
<sup>2-</sup>, but weaker than the &#x2212;8.7&#xa0;eV of SiO<sub>3</sub>
<sup>2-</sup>.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>The structures of <bold>(a)</bold> OH on the montmorillonite, and the structures of <bold>(b)</bold> H<sub>2</sub>O on the OH absorbed montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g012.tif">
<alt-text content-type="machine-generated">Diagram comparing two molecular structures: (a) OH depicts a hydroxyl group with a distance of 194 picometers from the surface, highlighted by dashed lines at 251 picometers. (b) OH-H2O shows a water molecule bonded to the surface, with a marked distance of 254 picometers. Both structures feature a lattice of atoms represented as red, blue, and grey spheres.</alt-text>
</graphic>
</fig>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>The adsorption energy of OH on the montmorillonite, and the adsorption energy of H<sub>2</sub>O on the OH absorbed montmorillonite.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g013.tif">
<alt-text content-type="machine-generated">Bar graph showing adsorption energy in electronvolts of OH and OH-H2O. A black bar for OH reaches below minus six electronvolts, while a red bar for OH-H2O reaches just below minus two electronvolts.</alt-text>
</graphic>
</fig>
<p>Upon comparing the adsorption behaviors of hydroxide ions, carbonate ions, and silicate ions on the montmorillonite surface, it is observed that hydroxide ions primarily adsorb by forming hydrogen bonds with the surface, while carbonate and silicate ions adsorb via oxygen-silicon bonds. Since the bond energy and stability of hydrogen bonds are weaker than those of oxygen-silicon bonds, this is one of the reasons why the strength of lime-treated soils is often lower than that of soils stabilized with lime combined with sodium silicate or sodium carbonate.</p>
<p>Furthermore, the hydrophilicity of OH-absorbed montmorillonite was calculated, revealing that its H<sub>2</sub>O adsorption energy is &#x2212;1.3&#xa0;eV. This value is weaker than the &#x2212;2.6&#xa0;eV of molecular adsorption (<xref ref-type="fig" rid="F7">Figure 7b</xref>) and the &#x2212;3.1&#xa0;eV of dissociative adsorption (<xref ref-type="fig" rid="F7">Figure 7c</xref>), indicating that after the absorption of OH, the water affinity of montmorillonite decreases.</p>
<p>The formation of a moderately strong hydrogen bond and the reduction in water affinity help explain why lime treatment can enhance the strength and water stability of soils.</p>
</sec>
<sec id="s3-6">
<label>3.6</label>
<title>The effect of CO<sub>2</sub> on stabilization</title>
<p>The structures of CO<sub>2</sub> on the Ca-montmorillonite and CaCO<sub>3</sub>-montmorillonite surface are shown in <xref ref-type="fig" rid="F14">Figure 14</xref>. The adsorption energy of CO<sub>2</sub> on the Ca-montmorillonite surface is calculated to be &#x2212;0.2&#xa0;eV. When CaCO<sub>3</sub> forms on the montmorillonite surface, the adsorption energy of CO<sub>2</sub> increases to &#x2212;0.5&#xa0;eV. These theoretical calculations suggest that the adsorption of CO<sub>2</sub> by Ca-montmorillonite is thermodynamically favorable and is further enhanced by the nucleation of surface CaCO<sub>3</sub>. This is consistent with the findings of <xref ref-type="bibr" rid="B28">Song et al. (2024)</xref>, who reported that increased carbonate content promotes CO<sub>2</sub> storage.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>The structures of CO<sub>2</sub> on the <bold>(a)</bold> Ca-montmorillonite and <bold>(b)</bold> CaCO<sub>3</sub>-montmorillonite surface.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g014.tif">
<alt-text content-type="machine-generated">Molecular diagrams depicting carbon dioxide interactions on surfaces. Diagram (a) shows CO2 on a surface with bond angles labeled 208, 228, and 207. Diagram (b) illustrates CO2 on a carbonate surface with a bond angle labeled 244. Red, blue, and gray spheres represent different atoms in the lattice structures.</alt-text>
</graphic>
</fig>
<p>In addition, <xref ref-type="bibr" rid="B18">Liu et al. (2025)</xref> reported that increased water content promotes CO<sub>2</sub> adsorption. Under CO<sub>2</sub>-rich water conditions in deep underground environments, carbonate minerals can dissolve and recrystallize (<xref ref-type="bibr" rid="B28">Song et al., 2024</xref>), potentially affecting the stability of stabilized montmorillonite. This study focuses on improving the stability of stabilized montmorillonite near the Earth&#x2019;s surface, where both pressure and temperature are relatively low. Although the adsorption energy for CO<sub>2</sub> increases after nucleation, in practical engineering applications, the stabilizer-soil mixture is typically compacted at optimum water content, and the reaction products fill the pore spaces, increasing hydrophobicity. This significantly reduces water permeability of the stabilized soils, making it difficult to establish a CO<sub>2</sub>-rich water environment, thereby minimizing the risk of compromising stability and integrity.</p>
</sec>
<sec id="s3-7">
<label>3.7</label>
<title>Stabilization and hydrophilicity mechanisms</title>
<p>The schematic diagram illustrating the mechanisms of nucleation, stabilization, and hydrophilicity is shown in <xref ref-type="fig" rid="F15">Figure 15</xref>. When CO<sub>3</sub>
<sup>2-</sup> or SiO<sub>3</sub>
<sup>2-</sup> ions are present in the Ca-montmorillonite system, they preferentially nucleate and form precipitates on the surface of montmorillonite rather than adsorb onto the interlayer calcium ions. This is because, compared to adsorption on interlayer calcium ions (<xref ref-type="fig" rid="F3">Figures 3c,d</xref>), the adsorption energy is lower when the calcium ions are adsorbed and nucleation occurs on the montmorillonite surface (<xref ref-type="fig" rid="F5">Figures 5c,d</xref>). The lower the adsorption energy, the more stable the system becomes. Therefore, it can be speculated that, when free calcium ions, CO<sub>3</sub>
<sup>2-</sup> ions, and SiO<sub>3</sub>
<sup>2-</sup> ions coexist in the calcium-based stabilized soil system, these ions tend to form a spatial network structure of calcium carbonate and calcium silicate on the montmorillonite surface and within the pores through the sharing of calcium ions. This process enhances the overall integrity of montmorillonite, thereby improving its shear strength. This hypothesis aligns with the results observed in the SEM images (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>The nucleation, stabilization and hydrophilicity mechanisms schematic diagram.</p>
</caption>
<graphic xlink:href="fchem-13-1646971-g015.tif">
<alt-text content-type="machine-generated">Sodium silicate and sodium carbonate facilitate calcium-montmorillonite nucleation and crystallization. The image shows a structural process where silicate nucleates preferentially, followed by carbonate, leading to improved stabilization and reduced hydrophilicity. It includes electron microscope images and molecular diagrams highlighting the enhanced structural properties.</alt-text>
</graphic>
</fig>
<p>Before stabilization, except for physical absorption (<xref ref-type="fig" rid="F7">Figure 7a</xref>), the adsorption energies of water molecules in the interlayers of montmorillonite are relatively negative, and they are prone to adsorb through molecular absroption (<xref ref-type="fig" rid="F7">Figure 7b</xref>) and dissociative adsorption (<xref ref-type="fig" rid="F7">Figure 7c</xref>). This explains the strong hydrophilicity of montmorillonite, volume expansion after water absorption, and reduced macroscopic engineering properties. After stabilization, Na<sup>&#x2b;</sup> has almost minor effect on the hydrophilicity of montmorillonite, while Ca<sup>2&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup> or SiO<sub>3</sub>
<sup>2-</sup> significantly reduce its hydrophilicity. This can explain that calcium-based stabilizer alone, or in combination with Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> can ruduce the affinity of montmorillonite for water.</p>
<p>By comparing the water adsorption energy of Ca-montmorillonite (<xref ref-type="fig" rid="F5">Figure 5a</xref>) and Na-montmorillonite (<xref ref-type="fig" rid="F5">Figure 5b</xref>), the calcium ions released by calcium-based stabilizer will exchange with Na<sup>&#x2b;</sup> and other ions through ion exchange, thus reducing the thickness of the water film. However, by comparing the reduction in water adsorption energy between montmorillonite adsorbed with calcium ions (<xref ref-type="fig" rid="F9">Figure 9a</xref>) and montmorillonite adsorbed with calcium carbonate (<xref ref-type="fig" rid="F9">Figure 9c</xref>) and calcium silicate (<xref ref-type="fig" rid="F9">Figure 9d</xref>), it is evident that the improvement in water stability due to ion exchange is weaker than the improvement by the formation of precipitates.</p>
<p>The results above demonstrate that DFT calculations can effectively and quantitatively elucidate the interaction mechanisms between stabilizers and montmorillonite from the perspective of adsorption energy and electron transfer. This method can transform the selection of stabilizer components from a trial-and-error approach into a more targeted process based on the understanding of the interactions between clay minerals and candidates, reducing time-consuming, labor-intensive macro-mechanical tests and saving experimental costs. The DFT method is expected to not only enhance material screening for soil stabilization but also have broader applications in areas such as carbon sequestration, landfills, and beyond.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<label>4</label>
<title>Conclusion</title>
<p>In this work, experiments and DFT calculation were used to investigate the stabilization and hydrophilicity mechanisms of Ca-montmorillonite systems modified with Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub>.<list list-type="order">
<list-item>
<p>SiO<sub>3</sub>
<sup>2-</sup> and CO<sub>3</sub>
<sup>2-</sup> ions preferentially adsorb on the montmorillonite surface rather than the exchangeable interlayer, with significantly higher adsorption energies compared to Ca<sup>2&#x2b;</sup> and Na<sup>&#x2b;</sup> ions.</p>
</list-item>
<list-item>
<p>The nucleation mechanism involves the bonding of O atoms from SiO<sub>3</sub>
<sup>2-</sup> and CO<sub>3</sub>
<sup>2-</sup> ions to the montmorillonite surface Si and Ca<sup>2&#x2b;</sup> ions in the interlayer, leading to the formation of CaSiO<sub>3</sub> and CaCO<sub>3</sub> network structures.</p>
</list-item>
<list-item>
<p>Adsorption of Ca<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, CO<sub>3</sub>
<sup>2-</sup>, and SiO<sub>3</sub>
<sup>2-</sup> ions on the montmorillonite reduces the adsorption of H<sub>2</sub>O, lowering the water adsorption energy from &#x2212;3.1&#xa0;eV to &#x2212;1.1 to &#x2212;2.5&#xa0;eV.</p>
</list-item>
<list-item>
<p>Na<sub>2</sub>CO<sub>3</sub> and Na<sub>2</sub>SiO<sub>3</sub> enhance the nucleation of CaSiO<sub>3</sub> and CaCO<sub>3</sub> on the montmorillonite surface, improving interfacial interactions and reducing water affinity. This has potential applications in reducing caprock permeability in saline aquifers for CO<sub>2</sub> storage and improving the compressive strength and water resistance of stabilized soils in soil stabilization.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>CY: Conceptualization, Writing &#x2013; review and editing, Methodology, Formal Analysis, Software, Writing &#x2013; original draft. JH: Writing &#x2013; original draft, Methodology, Formal Analysis, Software, Conceptualization. S-YD: Formal Analysis, Software, Writing &#x2013; original draft. CM: Writing &#x2013; original draft, Writing &#x2013; review and editing, Methodology, Formal Analysis. YP: Conceptualization, Methodology, Writing &#x2013; original draft, Formal Analysis, Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>This is a short text to acknowledge the contributions of specific colleagues, institutions, or agencies that aided the efforts of the authors.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/73087/overview">Niyazi Bulut</ext-link>, Firat University, T&#xfc;rkiye</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1412384/overview">Zhenyuan Yin</ext-link>, Tsinghua University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3136925/overview">Ziyang Song</ext-link>, Tsinghua University, China</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abdullah</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Shahin</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Walske</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Karrech</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Cyclic behaviour of clay stabilised with fly-ash based geopolymer incorporating ground granulated slag</article-title>. <source>Transp. Geotech.</source> <volume>26</volume>, <fpage>100430</fpage>. <pub-id pub-id-type="doi">10.1016/j.trgeo.2020.100430</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anburuvel</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The engineering behind soil stabilization with additives: a state-of-the-art review</article-title>. <source>Geotechnical Geol. Eng.</source> <volume>42</volume>, <fpage>1</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1007/s10706-023-02554-x</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barman</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Dash</surname>
<given-names>S. K.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Stabilization of expansive soils using chemical additives: a review</article-title>. <source>J. Rock Mech. Geotechnical Eng.</source> <volume>14</volume>, <fpage>1319</fpage>&#x2013;<lpage>1342</lpage>. <pub-id pub-id-type="doi">10.1016/j.jrmge.2022.02.011</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bell</surname>
<given-names>F. G.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Lime stabilization of clay minerals and soils</article-title>. <source>Eng. Geol.</source> <volume>42</volume>, <fpage>223</fpage>&#x2013;<lpage>237</lpage>. <pub-id pub-id-type="doi">10.1016/0013-7952(96)00028-2</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bl&#xf6;chl</surname>
<given-names>P. E.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Projector augmented-wave method</article-title>. <source>Phys. Rev. B</source> <volume>50</volume>, <fpage>17953</fpage>&#x2013;<lpage>17979</lpage>. <pub-id pub-id-type="doi">10.1103/physrevb.50.17953</pub-id>
<pub-id pub-id-type="pmid">9976227</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kong</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Influence of humic acid on the strength of cement&#x2010;soil and analysis of its microscopic mechanism</article-title>. <source>Adv. Civ. Eng.</source> <volume>2022</volume>, <fpage>1554204</fpage>. <pub-id pub-id-type="doi">10.1155/2022/1554204</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chatterjee</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Iwasaki</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ebina</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Miyamoto</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>A DFT study on clay&#x2013;cation&#x2013;water interaction in montmorillonite and beidellite</article-title>. <source>Comput. Mater. Sci.</source> <volume>14</volume>, <fpage>119</fpage>&#x2013;<lpage>124</lpage>. <pub-id pub-id-type="doi">10.1016/s0927-0256(98)00083-4</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chung</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Nam</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Application of microbially induced calcite precipitation to prevent soil loss by rainfall: effect of particle size and organic matter content</article-title>. <source>J. Soils Sediments</source> <volume>21</volume>, <fpage>2744</fpage>&#x2013;<lpage>2754</lpage>. <pub-id pub-id-type="doi">10.1007/s11368-020-02757-2</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dengliang</surname>
<given-names>Z. Y. X.</given-names>
</name>
<name>
<surname>Aimin</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>Experimental study on early strength of lime-fly ash stabilized soil</article-title>. <source>J. Chang. Univ. Nat. Sci. Ed.</source>, <fpage>12</fpage>&#x2013;<lpage>24</lpage>.</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fonseca</surname>
<given-names>C. G.</given-names>
</name>
<name>
<surname>Vaiss</surname>
<given-names>V. S.</given-names>
</name>
<name>
<surname>Wypych</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Diniz</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Leit&#xe3;o</surname>
<given-names>A. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Investigation of the initial stages of the montmorillonite acid-activation process using DFT calculations</article-title>. <source>Appl. Clay Sci.</source> <volume>165</volume>, <fpage>170</fpage>&#x2013;<lpage>178</lpage>. <pub-id pub-id-type="doi">10.1016/j.clay.2018.08.012</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fran&#xe7;a</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Oliveira</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Nunes Filho</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Silva Filho</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Osajima</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Jaber</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>The versatility of montmorillonite in water remediation using adsorption: current studies and challenges in drug removal</article-title>. <source>J. Environ. Chem. Eng.</source> <volume>10</volume>, <fpage>107341</fpage>. <pub-id pub-id-type="doi">10.1016/j.jece.2022.107341</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Giese</surname>
<given-names>R. F.</given-names>
</name>
<name>
<surname>Van Oss</surname>
<given-names>C. J.</given-names>
</name>
</person-group> (<year>2002</year>). <source>Colloid and surface properties of clays and related minerals</source>. <publisher-loc>Boca Raton, Florida</publisher-loc>: <publisher-name>CRC Press</publisher-name>, <volume>Vol. 105</volume>.</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Fein</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Roles of hydrogen bond and ion bridge in adsorption of two bisphenols onto montmorillonite: an experimental and DFT study</article-title>. <source>Appl. Clay Sci.</source> <volume>217</volume>, <fpage>106406</fpage>. <pub-id pub-id-type="doi">10.1016/j.clay.2022.106406</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>W. J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>She</surname>
<given-names>Q. M.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. Q.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>C. H.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Recent advances in engineering montmorillonite into catalysts and related catalysis</article-title>. <source>Catal. Rev.</source> <volume>65</volume>, <fpage>929</fpage>&#x2013;<lpage>985</lpage>. <pub-id pub-id-type="doi">10.1080/01614940.2021.1995163</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.-a.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Strength characteristics and microstructure of cement stabilized soft soil admixed with silica fume</article-title>. <source>Materials</source> <volume>14</volume>, <fpage>1929</fpage>. <pub-id pub-id-type="doi">10.3390/ma14081929</pub-id>
<pub-id pub-id-type="pmid">33921456</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>K&#xfc;hne</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Iannuzzi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Del Ben</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Rybkin</surname>
<given-names>V. V.</given-names>
</name>
<name>
<surname>Seewald</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Stein</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>CP2K: an electronic structure and molecular dynamics software package - quickstep: efficient and accurate electronic structure calculations</article-title>. <source>J. Chem. Phys.</source> <volume>152</volume>, <fpage>194103</fpage>. <pub-id pub-id-type="doi">10.1063/5.0007045</pub-id>
<pub-id pub-id-type="pmid">33687235</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Chai</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Xin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Insights into the influence mechanism of different interlayer cations on the hydration activity of montmorillonite surface: a DFT calculation</article-title>. <source>Appl. Clay Sci.</source> <volume>239</volume>, <fpage>106965</fpage>. <pub-id pub-id-type="doi">10.1016/j.clay.2023.106965</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bhawangirkar</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Linga</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2025</year>). <article-title>Thermodynamic inhibition of CO2 hydrate by Na-montmorillonite: implications for hydrate-based CO2 sequestration</article-title>. <source>Carbon Neutrality</source> <volume>4</volume>, <fpage>18</fpage>. <pub-id pub-id-type="doi">10.1007/s43979-025-00132-z</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Experimental feasibility research on a high-efficiency cement-based clay stabilizer</article-title>. <source>KSCE J. Civ. Eng.</source> <volume>22</volume>, <fpage>62</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1007/s12205-017-0782-8</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Mitchell</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Soga</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2005</year>). <source>Fundamentals of soil behavior</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>John Wiley and Sons</publisher-name>. <volume>Vol. 3</volume>.</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murmu</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Dhole</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Stabilisation of Black cotton soil for subgrade application using fly ash geopolymer</article-title>. <source>Road Mater. Pavement Des.</source> <volume>21</volume>, <fpage>867</fpage>&#x2013;<lpage>885</lpage>. <pub-id pub-id-type="doi">10.1080/14680629.2018.1530131</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peng</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Min</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>A periodic DFT study of adsorption of water on sodium-montmorillonite (001) basal and (010) edge surface</article-title>. <source>Appl. Surf. Sci.</source> <volume>387</volume>, <fpage>308</fpage>&#x2013;<lpage>316</lpage>. <pub-id pub-id-type="doi">10.1016/j.apsusc.2016.06.079</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petry</surname>
<given-names>T. M.</given-names>
</name>
<name>
<surname>Little</surname>
<given-names>D. N.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Review of stabilization of clays and expansive soils in pavements and lightly loaded structures&#x2014;history, practice, and future</article-title>. <source>J. Mater. Civ. Eng.</source> <volume>14</volume>, <fpage>447</fpage>&#x2013;<lpage>460</lpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)0899-1561(2002)14:6(447)</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Phummiphan</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Horpibulsuk</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sukmak</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Chinkulkijniwat</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Arulrajah</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>S.-L.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Stabilisation of marginal lateritic soil using high calcium fly ash-based geopolymer</article-title>. <source>Road Mater. Pavement Des.</source> <volume>17</volume>, <fpage>877</fpage>&#x2013;<lpage>891</lpage>. <pub-id pub-id-type="doi">10.1080/14680629.2015.1132632</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Puppala</surname>
<given-names>A. J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Advances in ground modification with chemical additives: from theory to practice</article-title>. <source>Transp. Geotech.</source> <volume>9</volume>, <fpage>123</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1016/j.trgeo.2016.08.004</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raja</surname>
<given-names>P. S. K.</given-names>
</name>
<name>
<surname>Thyagaraj</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Sulfate effects on sulfate-resistant cement&#x2013;treated expansive soil</article-title>. <source>Bull. Eng. Geol. Environ.</source> <volume>79</volume>, <fpage>2367</fpage>&#x2013;<lpage>2380</lpage>. <pub-id pub-id-type="doi">10.1007/s10064-019-01714-9</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rivera</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Orobio</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cristelo</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>de Gutierrez</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Fly ash-based geopolymer as A4 type soil stabiliser</article-title>. <source>Transp. Geotech.</source> <volume>25</volume>, <fpage>100409</fpage>. <pub-id pub-id-type="doi">10.1016/j.trgeo.2020.100409</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>The mechanism of clay mineral transformation in CO2 geological storage and its impact on long-term storage potential</article-title>. <source>Geoenergy Sci. Eng.</source> <volume>242</volume>, <fpage>213192</fpage>. <pub-id pub-id-type="doi">10.1016/j.geoen.2024.213192</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Teerawattanasuk</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Voottipruex</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Comparison between cement and fly ash geopolymer for stabilized marginal lateritic soil as road material</article-title>. <source>Int. J. Pavement Eng.</source> <volume>20</volume>, <fpage>1264</fpage>&#x2013;<lpage>1274</lpage>. <pub-id pub-id-type="doi">10.1080/10298436.2017.1402593</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>VandeVondele</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hutter</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Gaussian basis sets for accurate calculations on molecular systems in gas and condensed phases</article-title>. <source>J. Chem. Phys.</source> <volume>127</volume>, <fpage>114105</fpage>. <pub-id pub-id-type="doi">10.1063/1.2770708</pub-id>
<pub-id pub-id-type="pmid">17887826</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wan</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Nie</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Toughening effect and mechanism of rice straw fiber-reinforced lime soil</article-title>. <source>Constr. Build. Mater.</source> <volume>393</volume>, <fpage>132133</fpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2023.132133</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ni</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Particle size distribution of aggregate effects on mechanical and structural properties of cemented rockfill: experiments and modeling</article-title>. <source>Constr. Build. Mater.</source> <volume>193</volume>, <fpage>295</fpage>&#x2013;<lpage>311</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2018.10.208</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Effects of initial water content on microstructure and mechanical properties of lean clay soil stabilized by compound calcium-based stabilizer</article-title>. <source>Materials</source> <volume>11</volume>, <fpage>1933</fpage>. <pub-id pub-id-type="doi">10.3390/ma11101933</pub-id>
<pub-id pub-id-type="pmid">30309048</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2025</year>). <article-title>Effects of non-traditional additives on the early strength of a lean clay soil stabilized by compound calcium-based stabilizer</article-title>. <source>Period. Polytech. Civ. Eng.</source> <volume>69</volume>, <fpage>752</fpage>&#x2013;<lpage>762</lpage>. <pub-id pub-id-type="doi">10.3311/ppci.37150</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Joshi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lau</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Novel application of sustainable coal-derived char in cement soil stabilization</article-title>. <source>Constr. Build. Mater.</source> <volume>414</volume>, <fpage>134960</fpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2024.134960</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zada</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Jamal</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Iqbal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Eldin</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Almoshaogeh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bekkouche</surname>
<given-names>S. R.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Recent advances in expansive soil stabilization using admixtures: current challenges and opportunities</article-title>. <source>Case Stud. Constr. Mater.</source> <volume>18</volume>, <fpage>e01985</fpage>. <pub-id pub-id-type="doi">10.1016/j.cscm.2023.e01985</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Xi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Adsorbents based on montmorillonite for contaminant removal from water: a review</article-title>. <source>Appl. Clay Sci.</source> <volume>123</volume>, <fpage>239</fpage>&#x2013;<lpage>258</lpage>. <pub-id pub-id-type="doi">10.1016/j.clay.2015.12.024</pub-id>
</mixed-citation>
</ref>
</ref-list>
</back>
</article>