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<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>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1750798</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2025.1750798</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Catalytic hydrogenation of acetone to isopropyl alcohol with CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> containing planar tetracoordinate carbon</article-title>
<alt-title alt-title-type="left-running-head">Malhan and Thirumoorthy</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2025.1750798">10.3389/fchem.2025.1750798</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Malhan</surname>
<given-names>Abdul Hamid</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3147535"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Thirumoorthy</surname>
<given-names>Krishnan</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/2636585"/>
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<aff id="aff1">
<label>1</label>
<institution>Department of Chemistry, School of Advanced Sciences, Vellore Institute of Technology</institution>, <city>Vellore</city>, <state>Tamil Nadu</state>, <country country="IN">India</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>School of Computer Science and Engineering, Vellore Institute of Technology</institution>, <city>Vellore</city>, <state>Tamil Nadu</state>, <country country="IN">India</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Krishnan Thirumoorthy, <email xlink:href="mailto:thirumoorthy.krishnan@vit.ac.in">thirumoorthy.krishnan@vit.ac.in</email>, <email xlink:href="mailto:kthirumoorthy@gmail.com">kthirumoorthy@gmail.com</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-13">
<day>13</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1750798</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>27</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Malhan and Thirumoorthy.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Malhan and Thirumoorthy</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-13">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>The current study, employing density functional theory, reports the hydrogenation of acetone to isopropyl alcohol catalyzed by CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, which contains a planar tetracoordinate carbon (ptC). Various computational approaches are employed to analyze acetone hydrogenation using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> as a potential catalyst. The reaction initiates with the carbonyl insertion into the Mg&#x2013;H bond of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, followed by hydrogenation using molecular hydrogen (H<sub>2</sub>). Analysis of natural atomic charges confirms that the H<sub>2</sub> molecule dissociates heterolytically into a proton&#x2212;hydride pair, thereby regenerating the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> in the product state. Intrinsic reaction coordinate calculations confirm the true connection between the reactant and product in the reaction pathway. This investigation highlights the potential of the ptC molecule as a catalyst and delineates the way for new opportunities in ptC-based catalysts.</p>
</abstract>
<kwd-group>
<kwd>acetone hydrogenation</kwd>
<kwd>CAl&#x2083;MgH&#x2082;&#x207B;</kwd>
<kwd>density functional theory</kwd>
<kwd>isopropyl alcohol</kwd>
<kwd>planar tetracoordinate carbon</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The authors express gratitude to the management of the Vellore Institute of Technology for providing the necessary facilities and covering the article processing charge for this manuscript.</funding-statement>
</funding-group>
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<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="11"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Theoretical and Computational Chemistry</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In recent years, the global market has experienced a surplus of acetone, primarily due to increased production from the cumene process used in phenol synthesis and bio-butanol fermentation (<xref ref-type="bibr" rid="B39">Papa, 2000</xref>; <xref ref-type="bibr" rid="B59">Weber and Weber, 2010</xref>). This increasing production of acetone, coupled with stable demand for its conventional derivatives like bisphenol A and methyl methacrylate, has led to a market surplus. This economic imbalance necessitates the valorization of excess acetone by converting it into more valuable chemicals. The catalytic hydrogenation of acetone to isopropyl alcohol is a promising and economically sustainable route to address this surplus while simultaneously meeting the rising demand for isopropyl alcohol (<xref ref-type="bibr" rid="B32">Mawarnis and Umar, 2019</xref>; <xref ref-type="bibr" rid="B65">Yang et al., 2017</xref>). The catalytic hydrogenation of acetone to synthesize isopropyl alcohol has been extensively investigated in both gas-phase (<xref ref-type="bibr" rid="B2">Al-Rabiah et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Shen et al., 2021</xref>) and liquid-phase (<xref ref-type="bibr" rid="B40">Rahman and S-Al-Deyab, 2014</xref>). In gas-liquid hydrogenation reactions, the reaction rate can be limited by the mass transfer of the gaseous reactant (H<sub>2</sub>) into the liquid phase. The low solubility of H<sub>2</sub> in organic solvents poses a significant challenge for liquid-phase hydrogenation, often requiring elevated pressures to achieve a sufficient dissolved hydrogen concentration at the catalyst surface. Conversely, gas-phase catalysis effectively circumvents this fundamental mass-transfer limitation. By vaporizing both reactants and passing them over a catalyst, the system operates in a single phase, ensuring intimate contact among hydrogen, acetone, and the catalyst and thereby eliminating the gas-liquid interfacial barrier. The gas-phase catalytic hydrogenation of acetone to isopropyl alcohol is a strategically vital, environmentally benign chemical transformation that offers economic feasibility and attractiveness. Furthermore, the application of gas-phase catalysis offers substantial process intensification benefits compared to traditional liquid-phase systems, including the mitigation of mass-transfer limitations and the ability to operate at milder, near-ambient pressures. This leads to enhanced selectivity and simplified product separation, positioning it as a key technology for modern and sustainable chemical manufacturing. In 2022, Al-Rabiah et al. reported the gas-phase catalytic hydrogenation of acetone to isopropyl alcohol using a composite ruthenium on activated charcoal and nano-zinc oxide catalyst, achieving high selectivity (<xref ref-type="bibr" rid="B2">Al-Rabiah et al., 2022</xref>). The catalytic hydrogenation of carbonyl derivatives using molecular hydrogen is a vital process in modern synthetic organic chemistry and the production of both bulk and fine chemicals (<xref ref-type="bibr" rid="B48">Rylander, 1979</xref>). This type of hydrogenation typically involves well-defined noble metal complexes such as those of ruthenium, rhodium, or iridium (<xref ref-type="bibr" rid="B6">Chirila et al., 2024</xref>; <xref ref-type="bibr" rid="B8">Dub and Ikariya, 2012</xref>; <xref ref-type="bibr" rid="B20">Johnson et al., 2007</xref>; <xref ref-type="bibr" rid="B38">Noyori and Ohkuma, 2001</xref>). However, limited availability, substantial cost, and the toxicity of precious metals have sparked interest in developing more sustainable hydrogenation methods. As a result, there is a growing focus on identifying earth-abundant, main-group metals that can potentially replace these noble counterparts (<xref ref-type="bibr" rid="B15">Harder, 2012</xref>; <xref ref-type="bibr" rid="B16">Hill et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Magre et al., 2022</xref>; <xref ref-type="bibr" rid="B43">Revunova and Nikonov, 2015</xref>; <xref ref-type="bibr" rid="B47">Roy et al., 2021</xref>). The development of well-defined main-group metal-based catalysts with comparable activity holds great promise for future industrial applications in chemistry.</p>
<p>In recent years, there has been a significant focus on magnesium-based catalysis, particularly since the pioneering structural characterization of Mg-hydride complexes (<xref ref-type="bibr" rid="B4">Bonyhady et al., 2010</xref>). Magnesium-based catalysts have shown promise in various catalytic reactions, including hydrosilylation (<xref ref-type="bibr" rid="B12">Garcia et al., 2019a</xref>; <xref ref-type="bibr" rid="B13">Garcia et al., 2019b</xref>; <xref ref-type="bibr" rid="B41">Rauch et al., 2017</xref>), hydroboration (<xref ref-type="bibr" rid="B3">Arrowsmith et al., 2012</xref>; <xref ref-type="bibr" rid="B27">Magre et al., 2019</xref>; <xref ref-type="bibr" rid="B34">Mukherjee et al., 2014</xref>; <xref ref-type="bibr" rid="B54">Szewczyk et al., 2019</xref>), hydroamination (<xref ref-type="bibr" rid="B9">Dunne et al., 2010</xref>; <xref ref-type="bibr" rid="B68">Zhang et al., 2012</xref>), hydrogenation (<xref ref-type="bibr" rid="B24">Liang et al., 2022</xref>), and dehydrocoupling (<xref ref-type="bibr" rid="B25">Liptrot et al., 2014</xref>; <xref ref-type="bibr" rid="B44">Ried et al., 2019</xref>; <xref ref-type="bibr" rid="B61">Wirtz et al., 2022</xref>) marking considerable progress in this field. The magnesium-based catalyst has proven to be significant in asymmetric catalysis (<xref ref-type="bibr" rid="B58">Wang et al., 2024</xref>; <xref ref-type="bibr" rid="B66">Yang et al., 2019</xref>), with applications in asymmetric thia-Michael addition (<xref ref-type="bibr" rid="B18">Jaszczewska-Adamczak et al., 2024</xref>), asymmetric hydroalkylation (<xref ref-type="bibr" rid="B67">Ye et al., 2025</xref>), and asymmetric hydroboration (<xref ref-type="bibr" rid="B10">Falconnet et al., 2019</xref>). One of the primary challenges in using main-group metal compounds as catalysts is their limited ability to activate H<sub>2</sub> bonds and their high reactivity, which often leads to unexpected side reactions. Therefore, it is crucial to develop stable main-group metal complexes with enhanced catalytic activity to address these issues. Both experimental and theoretical studies have highlighted stable main-group molecules with planar hypercoordination (<xref ref-type="bibr" rid="B7">Das et al., 2023</xref>; <xref ref-type="bibr" rid="B17">Inostroza et al., 2023</xref>; <xref ref-type="bibr" rid="B21">Leyva-Parra et al., 2021</xref>; <xref ref-type="bibr" rid="B52">Sun et al., 2020</xref>; <xref ref-type="bibr" rid="B53">Sun et al., 2022</xref>; <xref ref-type="bibr" rid="B57">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="B64">Yang et al., 2015</xref>; <xref ref-type="bibr" rid="B69">Zhang et al., 2021</xref>), offering a potential solution. The study of planar tetracoordinate carbon (ptC) has attracted significant interest since its initial discovery in 1968 by H. J. Monkhorst (<xref ref-type="bibr" rid="B33">Monkhorst, 1968</xref>). Experimentally identified species such as CAl<sub>4</sub>
<sup>2&#x2013;</sup>, CAl<sub>4</sub>
<sup>&#xaf;</sup>, and C<sub>2</sub>Al<sub>5</sub>
<sup>&#xaf;</sup> containing ptC have been reported (<xref ref-type="bibr" rid="B22">Li et al., 1999</xref>; <xref ref-type="bibr" rid="B23">2000</xref>; <xref ref-type="bibr" rid="B56">Tsuruoka et al., 2018</xref>; <xref ref-type="bibr" rid="B70">Zhang et al., 2023</xref>). Additionally, C<sub>2</sub>Al<sub>4</sub>
<sup>&#xaf;</sup> and C<sub>5</sub>Al<sub>5</sub>
<sup>&#xaf;</sup>, containing ptC, were initially computationally predicted, subsequently leading to their experimental identification (<xref ref-type="bibr" rid="B35">Naumkin, 2008</xref>; <xref ref-type="bibr" rid="B62">Wu et al., 2011</xref>; <xref ref-type="bibr" rid="B69">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="B70">Zhang et al., 2023</xref>). The global minimum ptC of CAl<sub>4</sub>H<sup>0/&#x2013;</sup> containing hydrogen was both experimentally and theoretically reported (<xref ref-type="bibr" rid="B63">Xu et al., 2017</xref>). Additionally, planar hypercoordinate systems of CAl<sub>
<italic>n</italic>
</sub>Be<sub>
<italic>m</italic>
</sub>H<sub>
<italic>x</italic>
</sub>
<sup>
<italic>q</italic>
</sup> (<italic>n</italic> &#x2b; <italic>m</italic> &#x3d; 5, <italic>q</italic> &#x3d; 0, &#xb1;1, <italic>x</italic> &#x3d; <italic>q</italic> &#x2b; <italic>m</italic> &#x2013; 1), Al<sub>2</sub>C<sub>4</sub>H<sub>2</sub>, CBe<sub>2</sub>H<sub>5</sub>
<sup>&#xaf;,</sup> and Si<sub>2</sub>C<sub>5</sub>H<sub>2</sub> containing hydrogen have also been reported (<xref ref-type="bibr" rid="B19">Jin et al., 2024</xref>; <xref ref-type="bibr" rid="B31">Malhan et al., 2022</xref>; <xref ref-type="bibr" rid="B55">Thirumoorthy et al., 2020</xref>; <xref ref-type="bibr" rid="B73">Zhao et al., 2018</xref>). The application of planar hypercoordinate carbon systems for reversible hydrogen storage properties was reported in 2023 (<xref ref-type="bibr" rid="B49">Sarmah et al., 2023</xref>). Notably, it was found that the planar hypercoordinate carbon systems of CSi<sub>2</sub>Li<sub>2</sub>, CBe<sub>5</sub>Li<sub>5</sub>
<sup>&#x2b;</sup>, and CS<sub>3</sub>Li<sub>3</sub>
<sup>&#x2b;</sup> exhibit high gravimetric densities of 25.6, 39.7, and 13.5&#xa0;wt% for hydrogen storage. Additionally, the research suggested potential applications of planar hypercoordinate systems in optoelectronics, electronics, and photovoltaics (<xref ref-type="bibr" rid="B64">Yang et al., 2015</xref>). In 2025, <xref ref-type="bibr" rid="B71">Zhang et al. (2025)</xref> computationally reported the ptC catalysts C<sub>2</sub>B<sub>2</sub>Me<sub>2</sub> and C<sub>2</sub>B<sub>2</sub>
<italic>t</italic>Bu<sub>2</sub> in thermodynamically stable Au<sup>I</sup> complexes, which were examined for their catalytic activity in the allylic acetate rearrangement. It demonstrated that the ptC catalyst (C<sub>2</sub>B<sub>2</sub>Me<sub>2</sub>)Au<sup>I</sup> significantly outperforms the conventional N-heterocyclic carbene&#x2013;Au<sup>I</sup> system in the allylic acetate rearrangement. This superior activity stems from a considerably lower energy barrier, indicating that the reaction is both kinetically and thermodynamically more favorable with the ptC catalyst. This enhanced performance is directly related to the ptC&#x2019;s unique electronic structure, which establishes a more beneficial electronic environment for the Au center throughout the catalytic cycle. Significantly, the inherent planarity and electron delocalization of the ptC function as active contributors rather than mere passive characteristics, thus driving the observed increase in catalytic activity.</p>
<p>Our research on the earth-abundant main-group elements has revealed that ptC is a global minimum structure in CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> in its singlet state (<xref ref-type="bibr" rid="B29">Malhan and Thirumoorthy, 2024</xref>). Extensive analysis using various quantum chemical tools has confirmed the stability of this structure. The study identified that the terminal hydrogen (&#x2212;0.71 &#x7c;e&#x7c;) attached to magnesium exhibits a higher hydridic nature compared to the bridging hydrogen (&#x2212;0.40 &#x7c;e&#x7c;). The bridging hydrogen, due to its overlap with two aluminum atoms, requires more energy to break a bond, rendering it less reactive than the readily available terminal hydrogen, which has a higher hydridic character. This discovery of hydridic hydrogen in CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> has sparked our interest in exploring its potential as a catalyst, thereby expanding the application of ptCs in hydrogenation reactions. Moreover, a recent theoretical study by our research group (<xref ref-type="bibr" rid="B30">Malhan and Thirumoorthy, 2025</xref>) reported that CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> can catalyze alkyne hydrogenation, underscoring the need for further investigation into its catalytic properties and mechanistic pathways.</p>
<p>Despite previous and ongoing experimental efforts involving ptC, there is a lack of reliable laboratory techniques for synthesizing stable ptC that can be isolated, investigated, and handled under ambient conditions. However, an in-depth exploration of ptC structures could facilitate the development of novel materials with various chemical and physical properties, paving the way for new research areas.</p>
<p>Given the extensive research and established knowledge in ptC chemistry, viable synthetic methodologies for ptC are anticipated to materialize in the future. Consequently, the importance of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, which has demonstrated stability, is significantly enhanced, particularly for its potential as a catalyst in hydrogenation reactions. We have addressed the stability of CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> in the previous work (<xref ref-type="bibr" rid="B29">Malhan and Thirumoorthy, 2024</xref>), the current study reports acetone hydrogenation using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> at room temperature (298.15&#xa0;K) and 1&#xa0;atm pressure (<xref ref-type="fig" rid="F1">Figure 1</xref>), supported by quantum chemical calculations.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Acetone hydrogenation using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> catalyst.</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating a catalytic hydrogenation of acetone to isopropyl alcohol using CAl&#x2083;MgH&#x2082;&#x207B;.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2">
<title>Computational methodology</title>
<p>Density Functional Theory (DFT) was utilized to study the hydrogenation of acetone. The geometry optimization was carried out at the &#x3c9;B97XD/def2-TZVPP (<xref ref-type="bibr" rid="B5">Chai and Head-Gordon, 2008</xref>; <xref ref-type="bibr" rid="B60">Weigend and Ahlrichs, 2005</xref>; <xref ref-type="bibr" rid="B74">Zheng et al., 2011</xref>) level, and harmonic vibrational frequency analysis was performed at the same level to confirm whether the structures represent minima or transition states on the potential energy surface. The &#x3c9;B97XD functional incorporates a long-range correction term to enhance the description of van der Waals interactions, particularly for noncovalent interactions, dispersion forces, and molecular properties. The def2-TZVPP basis set comprises a triple-zeta valence with polarization functions, providing a detailed electron description and effectively capturing non-covalent interactions. Additionally, all optimized geometries at the &#x3c9;B97XD/def2-TZVPP level underwent optimization, and harmonic frequency analysis at meta-hybrid M06/def2-TZVPP level (<xref ref-type="bibr" rid="B60">Weigend and Ahlrichs, 2005</xref>; <xref ref-type="bibr" rid="B72">Zhao and Truhlar, 2008</xref>; <xref ref-type="bibr" rid="B74">Zheng et al., 2011</xref>) to ensure that the energy trends were consistent with the results obtained using the former method. To further validate the energetics obtained from the &#x3c9;B97XD/def2-TZVPP level, single-point energy calculations were subsequently conducted using the DLPNO-CCSD(T)/def2-TZVPP (<xref ref-type="bibr" rid="B46">Riplinger et al., 2013</xref>; <xref ref-type="bibr" rid="B45">Riplinger and Neese, 2013</xref>) method on the optimized geometries of the &#x3c9;B97XD/def2-TZVPP level, which was performed using the ORCA program (<xref ref-type="bibr" rid="B36">Neese, 2012</xref>). The transition state structures were identified using the Berny algorithm (<xref ref-type="bibr" rid="B50">Schlegel, 1982</xref>) within the Gaussian 16 package, which is designed to optimize for a transition state rather than a local minimum. This is achieved through a quasi-Newton method that approximates the Hessian (the second derivative matrix). This method enables the identification of a stationary point on the potential energy surface, specifically the first-order saddle point (transition state). This critical point is characterized by a Hessian matrix possessing exactly one negative eigenvalue, which corresponds to the reaction coordinate. The optimization protocol is rigorously managed to maintain this single negative eigenvalue throughout the search. Essentially, the algorithm proceeds uphill to locate the transition state, which corresponds to a maximum in one direction and a minimum in all others. Various quantum chemical computational tools were employed to comprehensively characterize the chemical bonding properties along the entire reaction pathway. Intrinsic reaction coordinate (IRC) calculations (<xref ref-type="bibr" rid="B14">Gonzalez and Schlegel, 1989</xref>) were performed to determine the minimum-energy reaction pathway connecting the dynamics of a reaction. Furthermore, natural population analysis (<xref ref-type="bibr" rid="B42">Reed et al., 1985</xref>) within the natural bond orbital framework (<xref ref-type="bibr" rid="B37">Nobel et al., 2017</xref>) was performed using the Gaussian 16 program (<xref ref-type="bibr" rid="B11">Frisch et al., 2016</xref>) to obtain natural atomic charges. Moreover, non-covalent interaction (NCI) analysis was performed using Multiwfn 3.8 program (<xref ref-type="bibr" rid="B26">Lu and Chen, 2012</xref>). The analyses as mentioned above were carried out at the &#x3c9;B97XD/def2-TZVPP level, and all the calculations, including optimization, frequency, and IRC, were performed with the Gaussian 16 package (<xref ref-type="bibr" rid="B11">Frisch et al., 2016</xref>).</p>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<p>The stability of CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> has been confirmed through computational studies in the previous study, which emphasized the delocalization of electron density and the presence of double aromaticity (<xref ref-type="bibr" rid="B29">Malhan and Thirumoorthy, 2024</xref>). A similar isoelectronic structure, CAl<sub>4</sub>H<sup>&#xaf;</sup> (<xref ref-type="bibr" rid="B63">Xu et al., 2017</xref>), has been experimentally identified, indicating that substituting one aluminum atom with an isoelectronic Mg&#x2013;H unit may facilitate the identification of CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>.</p>
<p>The proposed mechanism of acetone hydrogenation using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> is illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>. The reaction begins with the coordination of the carbonyl (C&#x2550;O) to the Mg&#x2013;H bond. This interaction facilitates the transfer of a hydride ion (H<sup>&#xaf;</sup>) from the Mg&#x2013;H bond to the carbonyl carbon of acetone, proceeding through the transition state TS1. This step results in the formation of an Mg&#x2013;O bond and produces intermediate B. Subsequently, the introduction of H<sub>2</sub> leads to the formation of another transition state, TS2. In this step, the H<sub>2</sub> molecule undergoes cleavage, with one hydrogen atom added to the magnesium atom of the catalyst and another to the oxygen atom. This generates the desired product, isopropyl alcohol, while simultaneously regenerating the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. The present work provides a detailed investigation into the hydrogenation of acetone facilitated by the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, providing valuable insights into the mechanisms involved and the overall efficiency of the catalytic process.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Proposed mechanism for acetone hydrogenation using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>.</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g002.tif">
<alt-text content-type="machine-generated">Catalytic cycle showing the hydrogenation of acetone to isopropyl alcohol using molecular hydrogen and CAl&#x2083;MgH&#x2082;&#x207B;.</alt-text>
</graphic>
</fig>
<p>The Gibbs free energy profile depicted in <xref ref-type="fig" rid="F3">Figure 3</xref> illustrates the hydrogenation of acetone using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> under standard computational conditions (298.15 K and 1&#xa0;atm pressure), calculated at the &#x3c9;B97XD/def2-TZVPP level of theory. Additionally, their zero-point corrected energy profile is displayed in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>. Their ZPVE corrections, and the number of imaginary frequencies of all optimized stationary points involved in the hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> at the &#x3c9;B97XD/def2-TZVPP and M06/def2-TZVPP levels are listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref> and <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>, respectively. Both density functional methods, transition states TS1 and TS2, each exhibit one negative imaginary frequency, confirming their identity as first-order saddle points on the potential energy surface. Conversely, structures A, B, C, and D possess zero imaginary frequencies, indicating they correspond to minima along the reaction coordinate. The reaction is initiated by the coordination of the carbonyl (C&#x2550;O) to the Mg&#x2013;H bond of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, in reactant state A. Subsequently, carbonyl (C&#x2550;O) is inserted into the Mg&#x2013;H bond with an energy barrier of 6.96&#xa0;kcal/mol, forming a stable intermediate B with &#x2212;30.06&#xa0;kcal/mol. Following this, the hydrogenation of the Mg&#x2013;O bond with molecular hydrogen (H<sub>2</sub>) leads to heterolytic H<sub>2</sub> cleavage via a four-center transition state (TS2) with an energy barrier of 21.59&#xa0;kcal/mol. This step, which regenerates the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> and forms the desired product, isopropyl alcohol, in product state D, is the slowest in the reaction. The energy values obtained at the &#x3c9;B97XD/def2-TZVPP level exhibit a notable similarity with the energy trends observed at the M06/def2-TZVPP level. A comparison of their respective Gibbs free energy and Zero-point corrected energy values is given in <xref ref-type="sec" rid="s10">Supplementary Table S3</xref>. Specifically, the energy values for the transition states (TS1 and TS2) at the M06/def2-TZVPP level indicate a lower activation energy barrier compared to those at the &#x3c9;B97XD/def2-TZVPP level. However, the energy values across both methodologies remain highly comparable. This alignment highlights the methodological consistency between these two distinct functionals in assessing the reaction energy profile. Such marked consistency across these two different functionals not only enhances the robustness of the computational predictions but also reinforces the credibility of the methodologies employed in this study. Furthermore, the comparison of &#x394;E values calculated at &#x3c9;B97XD/def2-TZVPP and CCSD(T)/def2-TZVPP//&#x3c9;B97XD/def2-TZVPP levels is given in <xref ref-type="table" rid="T1">Table 1</xref>. The results confirm that the reaction energy trends remain consistent and comparable between the two methods. This further provides strong evidence that the &#x3c9;B97XD/def2-TZVPP method describes the reaction energetics with near accuracy.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Gibbs free energy profile in kcal/mol for hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> at the &#x3c9;B97XD/def2-TZVPP level. The reaction involves two distinct transition states, each with an activation barrier of 6.96&#xa0;kcal/mol and 21.59&#xa0;kcal/mol, respectively.</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g003.tif">
<alt-text content-type="machine-generated">Reaction energy profile showing a two-step reaction mechanism. The y-axis represents Gibbs free energy in kilocalories per mole, while the x-axis represents the reaction coordinate. Transition states TS1 and TS2 have respective energy barriers of 6.96 and 21.59 kilocalories per mole. The chemical structures are illustrated at each step.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparison of &#x394;E calculated at the &#x3c9;B97XD/def2-TZVPP and CCSD(T)/def2-TZVPP//&#x3c9;B97XD/def2-TZVPP levels for hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="center">Structure labels</th>
<th colspan="2" align="center">Energy (kcal/mol)</th>
</tr>
<tr>
<th align="center">&#x3c9;B97XD/def2-TZVPP</th>
<th align="center">DLPNO-CCSD(T)/def2-TZVPP//&#x3c9;B97XD/def2-TZVPP</th>
</tr>
<tr>
<th align="center">&#x394;E</th>
<th align="center">&#x394;E</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">A</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
</tr>
<tr>
<td align="center">TS1</td>
<td align="center">6.58</td>
<td align="center">5.89</td>
</tr>
<tr>
<td align="center">B</td>
<td align="center">&#x2212;32.94</td>
<td align="center">&#x2212;34.76</td>
</tr>
<tr>
<td align="center">C</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
</tr>
<tr>
<td align="center">TS2</td>
<td align="center">17.95</td>
<td align="center">17.92</td>
</tr>
<tr>
<td align="center">D</td>
<td align="center">8.47</td>
<td align="center">8.15</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The identification of transition states was achieved through the Berny algorithm implemented in the Gaussian 16 package (<xref ref-type="bibr" rid="B11">Frisch et al., 2016</xref>), with a specific focus on the hydrogenation process of acetone catalyzed by CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. To gain deeper insights into reaction dynamics, IRC calculations were employed, enabling a comprehensive exploration of the minimum-energy pathways associated with the chemical reaction. These calculations are crucial for elucidating the reaction pathway, providing a comprehensive overview of how reactants are systematically converted into products. The IRC calculations were performed using the transition states TS1 and TS2 identified by the Berny algorithm, and their IRC pathways are given in <xref ref-type="fig" rid="F4">Figure 4</xref>. This analysis confirmed that these transition states are strongly interconnected with both the reactants and the products, thus reinforcing the overall integrity of the proposed reaction pathway. The findings demonstrate that the calculated pathway is energetically feasible, ensuring a reliable depiction of the hydrogenation process.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Intrinsic reaction coordinate pathway for hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. Both the transition states are truly connected to their adjacent local minima. Intrinsic reaction coordinate calculations are performed at the &#x3c9;B97XD/def2-TZVPP level (Intrinsic reaction coordinate video is provided in the <xref ref-type="sec" rid="s10">Supplementary Material</xref>).</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g004.tif">
<alt-text content-type="machine-generated">Two graphs depicting intrinsic reaction coordinates and total energy in Hartree. The left graph shows Step 1 with a curve from point A to a peak at TS1, then falling to point B. The right graph shows Step 2 with a curve from point C to a peak at TS2, then descending to point D. Both graphs have energy on the vertical axis and reaction coordinate on the horizontal axis.</alt-text>
</graphic>
</fig>
<p>The optimized geometries on the potential energy surface, including bond lengths, for the hydrogenation of acetone using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, are given in <xref ref-type="fig" rid="F5">Figure 5</xref> along with their corresponding natural atomic charges from natural population analysis as provided in <xref ref-type="table" rid="T2">Table 2</xref> at the &#x3c9;B97XD/def2-TZVPP level. Additionally, the optimized geometries are displayed in <xref ref-type="sec" rid="s10">Supplementary Figure S2</xref> at the M06/def2-TZVPP level. In reactant state A, the hydrogen from the Mg&#x2013;H1 bond has a natural atomic charge of &#x2212;0.74 &#x7c;e&#x7c;, which indicates its hydridic nature, and the Mg&#x2013;H1 bond distance is 1.76&#xa0;&#xc5;. As the reaction proceeds, in TS1 the Mg&#x2013;H1 and C&#x2550;O bond elongate to 1.81&#xa0;&#xc5; and 1.24&#xa0;&#xc5;, respectively. This elongation facilitates the H1 hydride shift to the carbonyl carbon and the formation of the Mg&#x2013;O bond. As a result, intermediate B is formed, where the Mg&#x2013;O bond measures 1.82&#xa0;&#xc5;, and the carbonyl (C&#x2550;O) reduces into a single C&#x2013;O bond with a bond length of 1.37&#xa0;&#xc5;. The natural atomic charges on oxygen (&#x2212;1.10 &#x7c;e&#x7c;) and magnesium (1.75 &#x7c;e&#x7c;) indicate that they now act as Lewis base and Lewis acid, respectively. This Lewis acid&#x2212;base pair dissociates H<sub>2</sub> molecules heterolytically into a proton&#x2212;hydride pair, thereby favoring the hydrogenation process (<xref ref-type="bibr" rid="B1">Aireddy and Ding, 2022</xref>). The natural atomic charges of H2 (&#x2212;0.45 &#x7c;e&#x7c;) and H3 (0.29 &#x7c;e&#x7c;) in TS2, in conjunction with the elongation of the H2&#x2013;H3 bond from 0.75&#xa0;&#xc5; to 1.05&#xa0;&#xc5;, confirm the heterolytic cleavage of H<sub>2</sub>, which leads to the formation of Mg&#x2212;H2<sup>&#x3b4;&#x2212;</sup> and O&#x2212;H3<sup>&#x3b4;&#x2b;</sup> pairs. This process results in regenerating the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, and the formation of the desired product, isopropyl alcohol in D. To verify the complete regeneration of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, the bonding parameters of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> within the product complex D are compared with those of the isolated CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, as shown in <xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>. The results indicate that all bond lengths in the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> of product complex D are identical to those of the isolated CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, with no discernible changes. This consistent bond-length measurement provides compelling evidence that the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> has been fully regenerated, thereby preserving its structural integrity. Additionally, a comparison of bond lengths for all optimized structures along the reaction pathway for the hydrogenation of acetone using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, calculated at the &#x3c9;B97XD/def2-TZVPP and M06/def2-TZVPP levels, is provided in <xref ref-type="sec" rid="s10">Supplementary Table S4</xref>. Remarkably, the bond lengths calculated from both levels of theory show a high degree of similarity. This consistency in the results reinforces the reliability of the findings across the two theoretical frameworks employed in this study.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Calculated bond lengths in &#xc5; for optimized structures of the stationary points along the reaction pathway for hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> at the &#x3c9;B97XD/def2-TZVPP level. The elongation of the Mg&#x2013;H1 bond in TS1 confirms the transfer of H1. In TS2, the elongation of H<sub>2</sub> confirms its cleavage.</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g005.tif">
<alt-text content-type="machine-generated">Illustrates optimized structures A, B, C, D, TS1, and TS2. Bond lengths are labeled in red, showing various distances between atoms.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Natural atomic charges (&#x7c;e&#x7c;) on atoms involved in the reaction pathway of hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#x2212;</sup> calculated at the &#x3c9;B97XD/def2-TZVPP and M06/def2-TZVPP levels. (Atom labels are followed as given in <xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Structure labels</th>
<th align="center">Methods</th>
<th align="center">Mg</th>
<th align="center">O</th>
<th align="center">C</th>
<th align="center">H1</th>
<th align="center">H2</th>
<th align="center">H3</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="center">A</td>
<td align="center">&#x3c9;B97XD/def2-TZVPP</td>
<td align="center">1.58</td>
<td align="center">&#x2212;0.63</td>
<td align="center">0.64</td>
<td align="center">&#x2212;0.74</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">M06/def2-TZVPP</td>
<td align="center">1.58</td>
<td align="center">&#x2212;0.65</td>
<td align="center">0.64</td>
<td align="center">&#x2212;0.74</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="2" align="center">TS1</td>
<td align="center">&#x3c9;B97XD/def2-TZVPP</td>
<td align="center">1.64</td>
<td align="center">&#x2212;0.75</td>
<td align="center">0.62</td>
<td align="center">&#x2212;0.65</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">M06/def2-TZVPP</td>
<td align="center">1.63</td>
<td align="center">&#x2212;0.76</td>
<td align="center">0.64</td>
<td align="center">&#x2212;0.64</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="2" align="center">B</td>
<td align="center">&#x3c9;B97XD/def2-TZVPP</td>
<td align="center">1.75</td>
<td align="center">&#x2212;1.10</td>
<td align="center">0.13</td>
<td align="center">0.12</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">M06/def2-TZVPP</td>
<td align="center">1.74</td>
<td align="center">&#x2212;1.10</td>
<td align="center">0.14</td>
<td align="center">0.11</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="2" align="center">TS2</td>
<td align="center">&#x3c9;B97XD/def2-TZVPP</td>
<td align="center">1.67</td>
<td align="center">&#x2212;0.94</td>
<td align="center">0.09</td>
<td align="center">0.16</td>
<td align="center">&#x2212;0.45</td>
<td align="center">0.29</td>
</tr>
<tr>
<td align="center">M06/def2-TZVPP</td>
<td align="center">1.65</td>
<td align="center">&#x2212;0.93</td>
<td align="center">0.10</td>
<td align="center">0.15</td>
<td align="center">&#x2212;0.48</td>
<td align="center">0.31</td>
</tr>
<tr>
<td rowspan="2" align="center">D</td>
<td align="center">&#x3c9;B97XD/def2-TZVPP</td>
<td align="center">1.57</td>
<td align="center">&#x2212;0.83</td>
<td align="center">0.08</td>
<td align="center">0.18</td>
<td align="center">&#x2212;0.71</td>
<td align="center">0.54</td>
</tr>
<tr>
<td align="center">M06/def2-TZVPP</td>
<td align="center">1.56</td>
<td align="center">&#x2212;0.84</td>
<td align="center">0.08</td>
<td align="center">0.18</td>
<td align="center">&#x2212;0.70</td>
<td align="center">0.54</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The functional significance of the ptC resides in its unique electronic configuration, which confers absolute planarity even within the transition states. As <xref ref-type="fig" rid="F5">Figure 5</xref> illustrates, the structural integrity of the ptC core is maintained throughout the reaction. This structural integrity is not merely geometric but stems directly from the extensive electron delocalization in the planar CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> core. Critically, this delocalization prevents distortion of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> core throughout the reaction. Furthermore, the central ptC facilitates catalytic activity by charge stabilization, effectively compensating for charge perturbations at the magnesium active site. This is supported by the natural atomic charges (<xref ref-type="table" rid="T2">Table 2</xref>), which exhibit minimal variation in the magnesium natural charges throughout the reaction, confirming that the ptC core efficiently prevents destabilizing charge accumulation and effectively stabilizes the transition state.</p>
<p>The NCI analysis was performed using converged Self-Consistent Field (SCF) calculations with a cutoff value of 0.5 to elucidate the nature of interactions governing the hydrogenation of acetone using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. NCI provides insights into van der Waals interactions, hydrogen bonds, &#x3c0;&#x2013;&#x3c0; stacking, and other weak interactions, offering a visual representation of non-covalent interactions in a molecular system. The 3D isosurfaces and 2D reduced density gradient (RDG) graphs for all the stationary points along the reaction pathway were generated and are shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, explicitly illustrating the interactions pertinent to bond cleavage and formation. For a comprehensive perspective, the complete 3D isosurfaces and their corresponding RDG graphs are given in <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>. The atom labels used here follow those in <xref ref-type="fig" rid="F5">Figure 5</xref>. In reactant state A, the presence of blue patches between the acetone and the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> signifies an electrostatic attraction, which initiates the reaction process. As the reaction proceeds in TS1, an increase in blue patches between magnesium and oxygen atoms, as well as between the carbonyl carbon and H1 hydrogen atoms, was observed. These patches indicate a strong electrostatic attraction between the atoms, which facilitates the bond formation process leading to intermediate B. Following the bond formation process in B, no non-covalent interactions are observed, confirming the chemical bond between Mg&#x2013;O and C&#x2013;H1. As molecular hydrogen is introduced into C, the presence of green patches between the Mg and H<sub>2</sub> was observed, indicating van der Waals interactions. This interaction leads to the transition state TS2, where H<sub>2</sub> is cleaved and added to Magnesium and oxygen. Specifically, the bonding interaction between the O&#x2013;H3 and between the Mg&#x2013;H2 enhances the H<sub>2</sub> heterolytic cleavage, leading to product state D. The presence of blue patches between the Mg and O in product state D indicates a strong attraction between them. Additionally, blue patches between H3 (0.54 &#x7c;e&#x7c;) and the central carbon (&#x2212;2.76 &#x7c;e&#x7c;) of CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> were observed with a 2.28&#xa0;&#xc5; distance between them, indicating H-bonding. These attractive forces serve as stabilizing factors for product state D, lowering its energy compared to the combined energies of the individual product and CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>NCI, 3D isosurfaces (on left) and 2D-RDG graphs (on right) for the specific interactions associated with bond breaking and formation involved in the reaction pathway of hydrogenation of acetone using CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> at &#x3c9;B97XD/def2-TZVPP level. The reaction initiates with van der Waals interactions (green isosurface) that bring the reactants together in the initial complex. As the system approaches the transition state, these evolve into strong, electrostatic interactions (blue isosurface), which are critical for product formation. Isosurfaces are colored as: strong attraction (blue), van der Waals interaction (green), and repulsive interaction (red). The complete 3D isosurfaces and their corresponding RDG graphs are given in <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>.</p>
</caption>
<graphic xlink:href="fchem-13-1750798-g006.tif">
<alt-text content-type="machine-generated">Optimized structures with 3D isosurfaces labeled A, B, C, TS1, TS2, and D are shown alongside their corresponding scatterplots. These plots display colored data points on a graph with axes labeled for Sign (&#x03BB;2)&#x03c1; in atomic units. The graph highlights regions of attraction and repulsion, indicated by color gradients from blue to red, corresponding to strong attraction, van der Waals interaction, and strong repulsion. A color guide at the bottom maps colors to interaction types, with emphasis on hydrogen bonds and steric interactions.</alt-text>
</graphic>
</fig>
<p>To investigate the impact of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, a comprehensive analysis of the reaction pathway for the hydrogenation of acetone was performed, comparing scenarios both with and without the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. <xref ref-type="sec" rid="s10">Supplementary Figure S5</xref> illustrates the energy barriers associated with the transition states during this hydrogenation reaction. Additionally, comparison with the zero-point corrected energy profile is given in <xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>
<bold>.</bold> In the absence of a CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, the energy barrier for reaching the transition state is relatively high, at 73.82&#xa0;kcal/mol. In contrast, introducing the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> significantly lowers the energy barriers, revealing a more favorable reaction pathway. Notably, using the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> results in two distinct transition-state energy barriers: the lower of the two, at 6.96&#xa0;kcal/mol, indicating a markedly reduced activation energy requirement. The second transition state, where the hydrogenation occurs, is at 21.59&#xa0;kcal/mol. These considerable activation energy barriers demonstrate the effectiveness of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, which decreases the activation energy barrier for the hydrogenation step by a notable 52.23&#xa0;kcal/mol compared to the case without a CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. Such a substantial drop not only enhances the feasibility of the hydrogenation process but also emphasizes the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> role in facilitating the reaction under more energetically favorable conditions.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In summary, this study investigates the catalytic properties of the ptC molecule, particularly in acetone hydrogenation. Utilizing computational approaches, the present work systematically examined the catalytic activity of CAl<sub>3</sub>MgH<sub>2</sub>&#xaf; in the hydrogenation of acetone to isopropyl alcohol. The reaction mechanism commences with the carbonyl group of acetone inserted into the magnesium-hydride (Mg&#x2013;H) bond of the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>. Following this step, the reaction progresses through a heterolytic dissociation of the H<sub>2</sub> molecule into a proton-hydride pair. This key transitional stage is essential, as it drives the hydrogenation reaction and facilitates CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup> regeneration, ultimately producing the desired isopropyl alcohol. Furthermore, the IRC calculations confirmed that the reaction mechanism follows a minimum-energy pathway, demonstrating strong interconnections between the transition states, reactant, and product. The heterolytic dissociation of H<sub>2</sub>, assisted by the Lewis acid-base pair, is supported by natural atomic charges. The findings underscore the CAl<sub>3</sub>MgH<sub>2</sub>
<sup>&#xaf;</sup>, demonstrating its ability for acetone hydrogenation, highlighting it as a potential catalyst for hydrogenation reactions. Although several ptC have been observed in the gas phase, effective laboratory synthesis methods are still lacking. Nevertheless, ongoing research in this area is expected to lead to viable synthesis approaches in the future.</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/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>AHM: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing &#x2013; original draft. KT: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The computational facility at VIT, Vellore, India, used for this work is gratefully acknowledged.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="s8">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not 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="s9">
<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>
<sec sec-type="supplementary-material" id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2025.1750798/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2025.1750798/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Video2.mp4" id="SM2" mimetype="application/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Video1.mp4" id="SM3" mimetype="application/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</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/518199/overview">Hai Lin</ext-link>, University of Colorado Denver, United States</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/1988347/overview">Bolong Huang</ext-link>, City University of Hong Kong, Hong Kong SAR, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2606179/overview">Rishu Khurana</ext-link>, The University of Chicago, United States</p>
</fn>
</fn-group>
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