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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">843522</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2022.843522</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Imidazo [1,2-a] Pyrimidine Derivatives as Effective Inhibitor of Mild Steel Corrosion in HCl Solution: Experimental and Theoretical Studies</article-title>
<alt-title alt-title-type="left-running-head">Cao et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Imidazopyrimidine Corrosion Inhibitors for Steel</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Kun</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1600971/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Wenheng</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Xi</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pan</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff>
<institution>School of Chemistry and Chemical Engineering</institution>, <institution>Neijiang Normal University</institution>, <addr-line>Neijaing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1269407/overview">Binbin Zhang</ext-link>, Institute of Oceanology (CAS), China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1440270/overview">Yujie Qiang</ext-link>, University of Science and Technology Beijing, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/392885/overview">Lei Guo</ext-link>, Tongren University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jie Pan, <email>figock01@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Environmental Degradation of Materials, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>843522</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Cao, Huang, Huang and Pan.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Cao, Huang, Huang and Pan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The inhibitory performance of imidazole [1,2-a] pyrimidine derivatives, namely, 2,4-diphenylbenzo [4,5]imidazo [1,2-a]pyrimidine (DPIP) and 2-(4-octylphenyl)-4-phenylbenzo [4,5]imidazo [1,2-a]pyrimidine (OPIP), against mild steel corrosion in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution was studied by weight loss at different temperatures, potentiodynamic polarization curves (PDP), electrochemical impedance spectroscopy (EIS), and surface analysis technology. The two corrosion inhibitors showed an outstanding inhibition performance, and the inhibition efficiency achieved 91.9% for OPIP and 90.5% for DPIP at a concentration of 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>. Electrochemical methods showed that DPIP and OPIP behaved as mixed-type inhibitors. Density function theory (DFT) and molecular dynamic simulation (MD) were approached to theoretically study the relationship of the inhibitor structure and anti-corrosion performance, which were also compatible with the weight loss and electrochemical observations.</p>
</abstract>
<kwd-group>
<kwd>corrosion</kwd>
<kwd>imidazo pyrimidine</kwd>
<kwd>inhibitor</kwd>
<kwd>EIS</kwd>
<kwd>dynamic simulation</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Mild steel is widely used in transportation, construction, medical equipment, and other fields, which has an extremely important impact on human life and social production. Unfortunately, Q235 steel is susceptible to corrosion in harsh work environments, and it is prone to breakage after being corroded, which not only causes enormous economic losses but also threatens people&#x27;s lives. Hence, the corrosion protection of metal materials is particularly important. A corrosion inhibitor is one of the best ways to inhibit metal corrosion in a harsh corrosive environment such as salt solution or acid solution through surface adsorption. Due to the moderate price of these products, this method is easy to carry out and cheap. A large number of studies conducted in the past 50&#xa0;years have produced inorganic, organic, or plant extract products suitable for specific corrosion systems (metal/corrosive media) (<xref ref-type="bibr" rid="B35">Li et&#x20;al., 2021</xref>). The organic corrosion inhibitor needs at least polar groups, through which molecules can combine the metal surface, such as the functional group(s) with a heteroatom(s) (N, P, O, or S) containing lone pair electrons; the combination between the molecule and the metal surface can also achieved through the interaction between the delocalized &#x201c;&#x3c0;&#x201d; electron of the double bond or aromatic ring and the &#x201c;d&#x201d; orbital of the metal. In addition, the shape or size of the corrosion inhibitor molecule has a great impact on its performance (<xref ref-type="bibr" rid="B14">El Azzouzi et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B71">Zarrouk et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B59">Salim et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B38">Meeusen et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Mishra et&#x20;al., 2020</xref>). As seen previously, heterocyclic compounds have been studied by many researchers such as benzimidazoles, quinoxaline, oxazole, imidazole, quinoline, and tetrazole (<xref ref-type="bibr" rid="B73">Zhang et&#x20;al., 2019a</xref>; <xref ref-type="bibr" rid="B76">Zhang et&#x20;al., 2019b</xref>; <xref ref-type="bibr" rid="B18">El-Hajjaji et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B50">Qiang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B49">Qiang et&#x20;al., 2021</xref>). In addition, with the increase in the number of unsaturated bonds in the molecules, the corrosion inhibition performance of these compounds is improved. Imidazole pyrimidine and its derivatives are commonly used as antibacterial, antiviral, anti-inflammatory, and antitumor drugs. It has heterocyclic groups such as imidazole and pyrimidine and is a potential corrosion inhibitor to protect steel from environmental corrosion (<xref ref-type="bibr" rid="B3">Anejjar et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B12">Ech-chihbi et&#x20;al., 2017</xref>).</p>
<p>In this work, we mainly aimed to investigate the two imidazole pyrimidine derivatives as potential corrosion inhibitors for mild steel in an acidic environment and the corrosion inhibition mechanism. Understanding of the mechanism can allow for the most profitable use of these corrosion inhibitors and the optimization of more effective compounds. Therefore, the anti-corrosion properties of the inhibitors were investigated by weight loss, electrochemical methods, and the characterization of the metal surface treated by scanning electron microscopy (SEM), atomic force microscopy (AFM), and X-ray photoelectron spectroscopy (XPS). A correlation between inhibitory activity and molecular structures was investigated using the density functional theory (DFT) method and dynamic molecular simulation.</p>
</sec>
<sec id="s2">
<title>2 Experimental</title>
<sec id="s2-1">
<title>2.1 Chemical Synthesis of Organic Compounds</title>
<p>The route for the synthesis of the two imidazo pyrimidine compounds is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. Briefly, 0.5&#xa0;mmol 2-aminobenzimidazole, 0.5&#xa0;mmol benzaldehyde (or 4-Octylbenzaldehyde), 0.5&#xa0;mmol phenylacetylene, and 10&#xa0;mg copper oxide nanoparticles were stirred at 100&#xb0;C under solvent-free condition until the consumption of 2-aminobenzimidazole. After completion of the reaction, ethanol was added to the reaction mixture, and then the catalyst was separated by centrifugation. The organic layer was concentrated under rotary evaporation to afford the crude product, which was purified by column chromatography. For 2,4-diphenylbenzo [4,5]imidazo [1,2-a]pyrimidine (DPIP), <sup>1</sup>H NMR (CDCl3, 400&#xa0;MHz) &#x3b4; 8.24 (br, 2H), 7.91 (d, 1H), 7.66&#x2013;7.37 (m, 9H), 7.19 (s, 1H), 6.96 (t, 1H, J &#x3d; 8.24&#xa0;Hz), 6.62 (d, 1H, J &#x3d; 8.4&#xa0;Hz); For 2-(4-octylphenyl)-4-phenylbenzo [4,5]imidazo [1,2-a]pyrimidine (OPIP), <sup>1</sup>H NMR (CDCl3, 400&#xa0;MHz) &#x3b4; 8.23 (d, J &#x3d; 8.24&#xa0;Hz, 2H), 7.95&#x2013;7.97 (m, 1H), 7.63&#x2013;7.72 (m, 5H), 7.44 (t, J &#x3d; 7.33&#xa0;Hz, t), 7.34 (d, J &#x3d; 8.24&#xa0;Hz, 2H), 7.24 (s, 1H), 7.01 (t, J &#x3d; 8.01&#xa0;Hz, 1H), 6.66&#x2013;6.68 (m, 1H), 2.69 (t, J &#x3d; 7.79&#xa0;Hz, 2H), 1.26&#x2013;1.69 (m, 12H), 0.91 (t, J &#x3d; 7.33&#xa0;Hz,&#x20;3H);</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Mechanism for synthesis of imidazo [1,2-a] pyrimidine compounds.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Material and Solution Preparation</title>
<p>The mild steel samples used in this study have a chemical composition (% by weight) Fe &#x3d; 99.13, S &#x3d; 0.07, P &#x3d; 0.10, Si &#x3d; 0.39, Al &#x3d; 0.02, Mn &#x3d; 0.07, and C &#x3d; 0.22. All mild steel samples in this work were polished using 200&#x2013;2000 grand SiC paper and 0.5&#xa0;&#x3bc;m Al<sub>2</sub>O<sub>3</sub> powder, washed with distilled water, degreased with acetone, and dried in the cool air. HCl solution (1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup>) is obtained by dilution of 37% hydrochloride acid using distilled water. Inhibitor stock solution (1&#xa0;mmol/L) was prepared by dissolving DPIP and OPIP in a 30% by volume of ethyl alcohol in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution, and the required concentration of inhibitors were prepared by dilution using 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution. The amount of ethyl alcohol in all aqueous solution in the presence and the absence of the investigated nutmeg oil were kept constant to remove the effect of the ethyl alcohol on the inhibition efficiency.</p>
</sec>
<sec id="s2-3">
<title>2.3 Weight Loss Experiment</title>
<p>A weight loss experiment is a simple method to determine the corrosion rate (CR) of mild steel. The mild steel samples with rectangle shape (50&#xa0;mm &#xd7; 25&#xa0;mm &#xd7; 2&#xa0;mm) were immersed in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl in the absence and presence of each of the studied corrosion inhibitors with different concentrations (from 0.001 to 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>) for a period of 3&#xa0;h at 298, 308, and 318&#xa0;K. The inhibition performance (<italic>&#x3b7;</italic>
<sub>W</sub> %) and surface coverage (<italic>&#x3b8;</italic>) were calculated using <xref ref-type="disp-formula" rid="e1">Eqs. 1</xref> and <xref ref-type="disp-formula" rid="e2">2</xref> (<xref ref-type="bibr" rid="B61">Singh et&#x20;al., 2016</xref>):<disp-formula id="e1">
<mml:math id="m1">
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</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
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<mml:mi>R</mml:mi>
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</mml:msub>
<mml:mo>&#x2212;</mml:mo>
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<mml:mi>R</mml:mi>
</mml:mrow>
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<label>(2)</label>
</disp-formula>where <italic>CR</italic>
<sub>0</sub> and <italic>CR</italic> are the CRs without and with different concentrations of DPIP and OPIP, respectively; <italic>&#x3b8;</italic> is the degree of surface coverage of DPIP and&#x20;OPIP.</p>
</sec>
<sec id="s2-4">
<title>2.4 Electrochemical Evaluation</title>
<p>The electrochemical measurements were carried out with an Ivium workstation; this device is connected to a cell with three electrodes: a working electrode (mild steel sample) with exposure area 1&#xa0;cm<sup>2</sup>, a reference electrode (saturated calomel electrode), and a counter electrode (platinum sheet). Before the electrochemical test, soak the working electrode in the test solution for 30&#xa0;min to stabilize the corrosion potential. For potentiodynamic polarization study, the potential sweep ranges from &#x2212;600 to &#x2212;100&#xa0;mV (<italic>vs</italic>. SCE) with a scan rate of 0.5&#xa0;mV&#xa0;s<sup>&#x2212;1</sup>. Electrochemical parameters such as corrosion potential (<italic>E</italic>
<sub>corr</sub>), corrosion current densities (<italic>i</italic>
<sub>corr</sub>), and Tafel slopes (<italic>&#x3b2;</italic>
<sub>c</sub>, <italic>&#x3b2;</italic>
<sub>a</sub>) can be derived by extrapolation of the linear Tafel segments of the polarization curves. Electrochemical impedance spectroscopy (EIS) tests were made in the frequency range of 10<sup>5</sup>&#x2013;0.01&#xa0;Hz with an excitation signal of 10&#xa0;mV.</p>
</sec>
<sec id="s2-5">
<title>2.5 Mild Steel Surface Analyses</title>
<p>Corroded mild steel surface obtained after 3&#xa0;h immersion in the HCl solution with and without the optimal concentration of 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> inhibitors was analyzed using TESCAN VEGA three SBH scanning electron microscope. The accelerating voltage is 20&#xa0;kV. AFM was done using a Bruker MULTIMODE eight instrument. AFM was conducted using a tapping mode and a 2.5&#xa0;Hz scan rate. XPS spectra were obtained using the PHI5000-VersaProbe system using Mg&#xa0;K&#x3b1; radiation as the excitation source.</p>
</sec>
<sec id="s2-6">
<title>2.6 Computational Details</title>
<sec id="s2-6-1">
<title>2.6.1 Toxicity Prediction</title>
<p>First, the toxicity and solubility of DPIP and OPIP were predicted. The toxicity assessment was carried out in T.E.S.T. software, which is based on the quantitative structure&#x2013;activity relationship (QSAR) model, a mathematical approach exploited to solve toxicity prediction in light of the physical characteristics of molecular structure (<xref ref-type="bibr" rid="B53">Raevsky et al., 2011</xref>).</p>
</sec>
<sec id="s2-6-2">
<title>2.6.2 DFT Calculations</title>
<p>The quantum chemical parameters were calculated by DFT using Gaussian 09W to analyze the corrosion inhibition mechanism of DPIP and OPIP. The optimized molecular structure and its molecular orbital [highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO)] were obtained by the b3lyp/6&#x2013;31G method, which is considered an efficient and reliable method to deal with quantum chemical problems (<xref ref-type="bibr" rid="B54">Rahmani et&#x20;al., 2019a</xref>). All parameters such as <italic>E</italic>
<sub>HOMO</sub>, <italic>E</italic>
<sub>LUMO</sub>, the energy gap (&#x394;<italic>E</italic>&#x20;&#x3d; <italic>E</italic>
<sub>HOMO</sub> &#x2212; <italic>E</italic>
<sub>LUMO</sub>), the dipole moment (<italic>&#x3bc;</italic>), and the fraction of electrons transferred (&#x394;<italic>N</italic>) of the studied compounds in neutral forms were calculated and discussed <xref ref-type="bibr" rid="B17">(El-Hajjaji et&#x20;al., 2018</xref>).</p>
<p>The local reactivity of corrosion inhibitors can be acquired by analyzing the Fukui functions (<xref ref-type="bibr" rid="B46">Parr and Yang, 1984</xref>). The Fukui function &#x192;<sub>k</sub> is defined as follows. <italic>N</italic> is the number of electrons, <italic>&#x3c1;</italic>(r) is the electronic density, and <italic>&#x3bd;</italic>(r) is the constant external potential (<xref ref-type="bibr" rid="B31">Khaled, 2010</xref>):<disp-formula id="e3">
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<p>The Fukui function can be obtained by calculating the Milliken charges distribution of the atoms of a molecule.</p>
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<mml:mi>q</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>N</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <italic>q</italic>
<sub>k</sub>(<italic>N</italic>), <italic>q</italic>
<sub>k</sub> (<italic>N</italic>&#x20;&#x2b; 1), and <italic>q</italic>
<sub>k</sub> (<italic>N</italic>&#x20;&#x2212; 1) are the charges of the neutral, cationic, and anionic species, respectively. <italic>N</italic> is the number of electrons in the neutral species. In this work, Fukui functions for DPIP and OPIP were calculated with the Multiwfn software (<xref ref-type="bibr" rid="B20">Fan et&#x20;al., 2015</xref>).</p>
<p>As it is known, the concept of generalized philicity has been introduced (<xref ref-type="bibr" rid="B47">Parthasarathi et&#x20;al., 2004</xref>); they defined a local quantity called philicity associated with a site <italic>k</italic> in a molecule with the assistance of corresponding condensed-to-atom variants of Fukui function. The local softness <italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#xb1;</sup> (<italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#x2b;</sup> and <italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#x2212;</sup>) and electrophilicity <italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#xb1;</sup> (<italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#x2b;</sup> and <italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#x2212;</sup>) are related to the electrophilic and nucleophilic attacks, respectively. Also, <italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#xb1;</sup> and <italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#xb1;</sup> can be calculated according to <xref ref-type="disp-formula" rid="e6">Eqs 6</xref>, <xref ref-type="disp-formula" rid="e7">7</xref> (<xref ref-type="bibr" rid="B34">Lee et&#x20;al., 1988</xref>).<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#xb1;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c3;</mml:mi>
<mml:msubsup>
<mml:mi>f</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#xb1;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#xb1;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
<mml:msubsup>
<mml:mi>f</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#xb1;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#x2b;</sup> and <italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#x2212;</sup> denote the local softness for the nucleophilic and electrophilic attacks, respectively. <italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#x2b;</sup> and <italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#x2212;</sup> are the local electrophilicity for the nucleophilic and electrophilic attacks, respectively.</p>
<p>Further, it was affirmed that the dual local descriptors such as dual Fukui &#x394;<italic>f</italic>(<italic>k</italic>) (difference between the nucleophilic and electrophilic Fukui functions), dual local softness &#x394;<italic>&#x3c3;</italic>
<sub>k</sub> (difference between the nucleophilic and electrophilic local softness), and the philicity &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> (difference between the nucleophilic and electrophilic philicity functions) are more accurate and consistent tools than the aforementioned local reactivity indices (<xref ref-type="bibr" rid="B41">Morell et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B44">Padmanabhan et&#x20;al., 2006</xref>). In addition, &#x394;<italic>f</italic>(<italic>k</italic>), &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> are calculated according to the following <xref ref-type="disp-formula" rid="e8">Eqs 8</xref>&#x2013;<xref ref-type="disp-formula" rid="e10">10</xref>.<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>f</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#xb1;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>f</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>If &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> (or &#x394;<italic>f</italic>(k)) &#x3e; 0, the site <italic>k</italic> is favored for a nucleophilic attack, whereas if &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> (or &#x394;<italic>f</italic>(k)) &#x3c; 0, the site <italic>k</italic> may be favored for an electrophilic attack.</p>
</sec>
<sec id="s2-7">
<title>2.6.3 Molecular Dynamic Simulation Details</title>
<p>Molecular dynamic (MD) simulation is usually used to study the interaction and adsorption between corrosion inhibitors and metal surfaces. This method can better understand the molecular interaction mechanism of corrosion inhibitors (<xref ref-type="bibr" rid="B15">El Faydy et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Laabaissi et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B6">Benhiba et&#x20;al., 2020</xref>). In this work, the adsorption processes of DPIP and OPIP on mild steel surfaces were investigated by Materials Studio eight software. The simulation of the Fe (1 1&#x20;0) surface was implemented by placing the surface crystal in a cell (32.27 &#xd7; 32.27 &#xd7; 30.13&#xa0;&#xc5;<sup>3</sup>). The liquid phase contained 5 Cl<sup>&#x2212;</sup>, 5&#x20;H<sub>3</sub>O<sup>&#x2b;</sup>, and 495&#x20;H<sub>2</sub>O. A 40&#xa0;&#xc5; vacuum layer was established on the liquid layer to avoid the interaction between the surface and periodic repeating planes. The simulations were implemented at 298&#xa0;K controlled by NVT ensemble with Andersen thermostat. The simulation was performed by Forcite code in a COMPASS force field for 200&#xa0;ps with a time step of 0.1&#xa0;fs (<xref ref-type="bibr" rid="B2">Andersen, 1980</xref>; <xref ref-type="bibr" rid="B63">Sun, 1998</xref>). The diffusions of Cl<sup>&#x2212;</sup>, H<sub>3</sub>O<sup>&#x2b;</sup>, and H<sub>2</sub>O in the inhibitor membranes were also simulated.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussions</title>
<sec id="s3-1">
<title>3.1 Toxicity of Inhibitors</title>
<p>Some important toxicity endpoints involving developmental toxicity potential (DTP) and mutagenicity (M) were chosen to represent the toxicities. Generally, predicted values from 0.00 to 0.50 represent low toxicity probabilities, while predicted values &#x3e;0.50 indicate high toxicity probabilities. The LD<sub>50</sub> value should be greater than 300&#xa0;mg/kg (<xref ref-type="sec" rid="s9">Supplementary Table S1</xref>) (<xref ref-type="bibr" rid="B1">Alhaffar, et&#x20;al., 2019</xref>). With careful inspection of the obtained probability values in <xref ref-type="sec" rid="s9">Supplementary Figure S1</xref>, we can affirm that the toxic level of DPIP and OPIP is in the safe area. The probability for biodegradability (B) is 0.595 and 0.610, respectively, which implies that this substance is biodegradable and environmentally friendly.</p>
</sec>
<sec id="s3-2">
<title>3.2 Weight Loss Measurement</title>
<p>The inhibitory performance of the studied imidazo pyrimidine derivatives was realized by the weight loss method after 3&#xa0;h immersions in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution in the presence and absence of the corrosion inhibitors at different temperatures. <xref ref-type="table" rid="T1">Table&#x20;1</xref> gives the values of the CR and the inhibition efficiency (<italic>&#x3b7;</italic>
<sub>W</sub>&#x20;%).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Weight loss data of the mild steel with DPIP and OPIP in 1&#xa0;mol&#xb7;L<sup>&#x2212;1</sup> HCl at different temperatures.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Inhibitor</th>
<th rowspan="2" align="center">
<italic>C</italic> (mmol&#xb7;L<sup>&#x2212;1</sup>)</th>
<th colspan="3" align="center">298K</th>
<th colspan="3" align="center">308K</th>
<th colspan="3" align="center">318K</th>
</tr>
<tr>
<th align="center">&#x394;<italic>w</italic> (mg)</th>
<th align="center">
<italic>CR</italic> (mg&#xb7;cm<sup>&#x2212;2</sup>&#xb7;h<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>&#x3b7;</italic>
<sub>w</sub> (%)</th>
<th align="center">&#x394;<italic>w</italic> (mg)</th>
<th align="center">
<italic>CR</italic> (mg&#xb7;cm<sup>&#x2212;2</sup>&#xb7;h<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>&#x3b7;</italic>
<sub>w</sub> (%)</th>
<th align="center">&#x394;<italic>w</italic> (mg)</th>
<th align="center">
<italic>CR</italic> (mg&#xb7;cm<sup>&#x2212;2</sup>&#xb7;h<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>&#x3b7;</italic>
<sub>w</sub> (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Blank</td>
<td align="char" char=".">0</td>
<td align="char" char=".">62.4</td>
<td align="char" char=".">0.91</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">70.9</td>
<td align="char" char=".">1.04</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">76.3</td>
<td align="char" char=".">1.12</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="4" align="left">DPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">12.8</td>
<td align="char" char=".">0.19</td>
<td align="char" char=".">79.5</td>
<td align="char" char=".">21.2</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">70.1</td>
<td align="char" char=".">25.1</td>
<td align="char" char=".">0.37</td>
<td align="char" char=".">67.1</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">11.4</td>
<td align="char" char=".">0.17</td>
<td align="char" char=".">81.7</td>
<td align="char" char=".">18.8</td>
<td align="char" char=".">0.27</td>
<td align="char" char=".">73.5</td>
<td align="char" char=".">23.4</td>
<td align="char" char=".">0.34</td>
<td align="char" char=".">69.3</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">8.34</td>
<td align="char" char=".">0.12</td>
<td align="char" char=".">86.6</td>
<td align="char" char=".">14.1</td>
<td align="char" char=".">0.21</td>
<td align="char" char=".">80.1</td>
<td align="char" char=".">19.1</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">75.0</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">6.13</td>
<td align="char" char=".">0.09</td>
<td align="char" char=".">90.2</td>
<td align="char" char=".">10.7</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">84.9</td>
<td align="char" char=".">16.8</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">78.0</td>
</tr>
<tr>
<td align="left"/>
<td align="char" char=".">0.1</td>
<td align="char" char=".">4.09</td>
<td align="char" char=".">0.06</td>
<td align="char" char=".">93.4</td>
<td align="char" char=".">8.69</td>
<td align="char" char=".">0.13</td>
<td align="char" char=".">87.7</td>
<td align="char" char=".">11.7</td>
<td align="char" char=".">0.17</td>
<td align="char" char=".">84.7</td>
</tr>
<tr>
<td rowspan="5" align="left">OPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">13.1</td>
<td align="char" char=".">0.19</td>
<td align="char" char=".">79.0</td>
<td align="char" char=".">20.5</td>
<td align="char" char=".">0.30</td>
<td align="char" char=".">71.1</td>
<td align="char" char=".">25.2</td>
<td align="char" char=".">0.37</td>
<td align="char" char=".">67.0</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">10.8</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">82.7</td>
<td align="char" char=".">18.3</td>
<td align="char" char=".">0.27</td>
<td align="char" char=".">74.2</td>
<td align="char" char=".">22.9</td>
<td align="char" char=".">0.33</td>
<td align="char" char=".">70.0</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">7.59</td>
<td align="char" char=".">0.11</td>
<td align="char" char=".">87.8</td>
<td align="char" char=".">13.2</td>
<td align="char" char=".">0.19</td>
<td align="char" char=".">81.4</td>
<td align="char" char=".">19.2</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">74.8</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">5.83</td>
<td align="char" char=".">0.09</td>
<td align="char" char=".">90.7</td>
<td align="char" char=".">9.52</td>
<td align="char" char=".">0.14</td>
<td align="char" char=".">86.6</td>
<td align="char" char=".">16.5</td>
<td align="char" char=".">0.24</td>
<td align="char" char=".">78.4</td>
</tr>
<tr>
<td align="char" char=".">0.1</td>
<td align="char" char=".">3.71</td>
<td align="char" char=".">0.05</td>
<td align="char" char=".">94.1</td>
<td align="char" char=".">7.91</td>
<td align="char" char=".">0.12</td>
<td align="char" char=".">88.8</td>
<td align="char" char=".">11.5</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">85.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>From <xref ref-type="table" rid="T1">Table&#x20;1</xref>, the results showed that DPIP and OPIP have good corrosion inhibition properties for mild steel in the 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution. The anti-corrosion performance gets better with increase in inhibitor concentration. At a concentration of 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>, the inhibition efficiency of OPIP and DPIP reached the maximum 94.1% and 93.4%, respectively. This may be because the corrosion process of mild steel in a corrosion solution could be retarded by the adsorption of corrosion inhibitor molecules on the mild steel surface. The high anti-corrosion property of DPIP and OPIP is probably explained by the adsorption of the electron-rich imidazo pyrimidine group and improved with the carbon chain on the benzene&#x20;ring.</p>
<p>
<xref ref-type="table" rid="T1">Table&#x20;1</xref> clearly shows that the corrosion degree increases with the increase of temperature. The corrosion inhibition efficiency of DPIP and OPIP decreases, which can be interpreted to mean that organic corrosion inhibitor molecules are easier to desorb from the metal surface with the rise of temperature.</p>
</sec>
<sec id="s3-3">
<title>3.3 Potentiodynamic Polarization Study</title>
<p>The polarization curves without and with different concentrations of OPIP and DPIP in the 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution at 298&#xa0;K are presented in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. The electrochemical parameters are reported in <xref ref-type="table" rid="T2">Table&#x20;2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Polarization curves for the mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl containing different concentrations of DPIP <bold>(A)</bold> and OPIP <bold>(B)</bold> at 298&#xa0;K.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Polarization curve parameters of mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl with various concentrations of inhibitors (DPIP and PIP) at 298K.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Inhibitors</th>
<th align="center">
<italic>C</italic> (mmol&#xb7;L<sup>&#x2212;1</sup>)</th>
<th align="center">-<italic>E</italic>
<sub>corr</sub> (mV)</th>
<th align="center">
<italic>&#x3b2;</italic>
<sub>a</sub> (mV&#xb7;dec<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>-&#x3b2;</italic>
<sub>c</sub> (mV&#xb7;dec<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>i</italic>
<sub>corr</sub> (&#x3bc;A&#xb7;cm<sup>&#x2212;2</sup>)</th>
<th align="center">
<italic>&#x3b7;</italic>
<sub>i</sub> (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Blank</td>
<td align="char" char=".">0</td>
<td align="char" char=".">401</td>
<td align="char" char=".">151</td>
<td align="char" char=".">178</td>
<td align="char" char=".">735</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="4" align="left">DPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">398</td>
<td align="char" char=".">87</td>
<td align="char" char=".">172</td>
<td align="char" char=".">312</td>
<td align="char" char=".">57.6</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">406</td>
<td align="char" char=".">89</td>
<td align="char" char=".">163</td>
<td align="char" char=".">222</td>
<td align="char" char=".">69.8</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">395</td>
<td align="char" char=".">74</td>
<td align="char" char=".">150</td>
<td align="char" char=".">184</td>
<td align="char" char=".">75.0</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">403</td>
<td align="char" char=".">75</td>
<td align="char" char=".">155</td>
<td align="char" char=".">143</td>
<td align="char" char=".">80.5</td>
</tr>
<tr>
<td align="left"/>
<td align="char" char=".">0.1</td>
<td align="char" char=".">398</td>
<td align="char" char=".">79</td>
<td align="char" char=".">151</td>
<td align="char" char=".">103</td>
<td align="char" char=".">86.0</td>
</tr>
<tr>
<td rowspan="5" align="left">OPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">403</td>
<td align="char" char=".">83</td>
<td align="char" char=".">174</td>
<td align="char" char=".">302</td>
<td align="char" char=".">58.9</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">399</td>
<td align="char" char=".">85</td>
<td align="char" char=".">167</td>
<td align="char" char=".">225</td>
<td align="char" char=".">69.4</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">396</td>
<td align="char" char=".">81</td>
<td align="char" char=".">154</td>
<td align="char" char=".">186</td>
<td align="char" char=".">74.7</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">407</td>
<td align="char" char=".">72</td>
<td align="char" char=".">152</td>
<td align="char" char=".">132</td>
<td align="char" char=".">82.0</td>
</tr>
<tr>
<td align="char" char=".">0.1</td>
<td align="char" char=".">409</td>
<td align="char" char=".">78</td>
<td align="char" char=".">143</td>
<td align="char" char=".">97.5</td>
<td align="char" char=".">86.7</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>By analyzing the cathodic and anodic polarization curves in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, the corrosion inhibitor has a significant impact on the anodic and cathodic processes of corrosion reaction after adding DPIP and OPIP. A decrease in the cathodic current densities can be explained by the reduction of the exposed surface area caused by the adsorption of inhibitor molecules which leads to a reduction of hydrogen evolution reaction, while the decrease in anodic current density is caused by reduced dissolution reaction of mild steel. The inhibition performance of DPIP and OPIP is related to the adsorption on the working electrode surface and the formation of the barrier film (<xref ref-type="bibr" rid="B40">Monticelli et&#x20;al., 2019</xref>). It is well known that the reduction of hydrogen ions needs two consecutive steps (<xref ref-type="bibr" rid="B60">Singh and Quraishi, 2010</xref>; <xref ref-type="bibr" rid="B19">El-Taib Heakal et&#x20;al., 2012</xref>). In this work, the cathodic curves conform to the form of the Tafel curve, and the hydrogen evolution reaction on the mild steel surface is carried out based on the pure activation mechanism.</p>
<p>There is no defined trend for the shift of <italic>E</italic>
<sub>corr</sub> value. However, if the <italic>E</italic>
<sub>corr</sub> value deviates more than &#xb1;85&#xa0;mV from the blank <italic>E</italic>
<sub>corr</sub> value, the inhibitor can be classified as a cathodic or anodic inhibitor; otherwise, it can be regarded as a mixed inhibitor affecting cathodic reaction (hydrogen evolution) and anodic reaction (metal dissolution) (<xref ref-type="bibr" rid="B4">Anusuya et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B26">Haque et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Ouici et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B58">Salhi et&#x20;al., 2017</xref>). In this study, the addition of different concentrations of corrosion inhibitors will lead to a slight change in the <italic>E</italic>
<sub>corr</sub> value, which is no more than 85&#xa0;mV compared with the blank <italic>E</italic>
<sub>corr</sub> value. Therefore, the undefined trend shift of <italic>E</italic>
<sub>corr</sub> for DPIP and OPIP showed a mixed inhibition behavior.</p>
<p>The inhibition efficiencies calculated by the corrosion current density without and with inhibitors at different concentrations are shown in <xref ref-type="disp-formula" rid="e11">Eq. 11</xref>:<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where <italic>i</italic>
<sup>0</sup>
<sub>corr</sub> and <italic>i</italic>
<sub>corr</sub> are the corrosion current density without and with DPIP and OPIP, respectively. The results give kinetic information of cathodic and anodic reactions. Also, the results match the weight loss method.</p>
</sec>
<sec id="s3-4">
<title>3.4 EIS Measurements</title>
<p>EIS was used to obtain information about the mechanism of charge transfer, diffusion, and adsorption between the electrode surface and the studied corrosion inhibitors. Nyquist diagrams of the mild steel immersed in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl without and with different concentrations of DPIP and OPIP are presented in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Nyquist plots of DPIP <bold>(A)</bold>, OPIP <bold>(B)</bold> and equivalent circuit <bold>(C)</bold> for mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl containing different concentrations at 298K.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g003.tif"/>
</fig>
<p>It is noted from the Nyquist graphs that the impedance spectra consist of single depressed semicircle capacitive loops, which are caused by the frequency dispersion and the heterogeneity of the electrode surface (<xref ref-type="bibr" rid="B29">Khadiri et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B16">El Faydy et&#x20;al., 2018</xref>). The shape of impedance spectra obtained in different electrolyte solutions (containing different concentrations of corrosion inhibitor and blank) are the same, which suggests that the corrosion mechanism of mild steel has not changed, and the radius of capacitive loops increases significantly after increasing the corrosion inhibitor concentration. The behavior of the impedance can be illustrated by adapting an electrochemical equivalent circuit (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>) including a solution resistance (<italic>R</italic>
<sub>s</sub>), constant phase element (<italic>CPE</italic>), and the charge transfer resistance (<italic>R</italic>
<sub>ct</sub>) (<xref ref-type="bibr" rid="B45">Pan et&#x20;al., 2020</xref>). The electrochemical parameters are listed in <xref ref-type="table" rid="T3">Table&#x20;3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>EIS parameters of mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl containing various concentrations of DPIP and OPIP.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Inhibitors</th>
<th rowspan="2" align="center">
<italic>C</italic> (mmol&#xb7;L<sup>&#x2212;1</sup>)</th>
<th rowspan="2" align="center">
<italic>R</italic>
<sub>s</sub> (&#x3a9;&#xb7;cm<sup>2</sup>)</th>
<th colspan="2" align="center">
<italic>CPE</italic>
<sub>dl</sub>
</th>
<th rowspan="2" align="center">
<italic>R</italic>
<sub>ct</sub> (&#x3a9;&#xb7;cm<sup>2</sup>)</th>
<th rowspan="2" align="center">
<italic>&#x3b7;</italic>
<sub>R</sub> (%)</th>
</tr>
<tr>
<th align="center">
<italic>C</italic>
<sub>dl</sub> (&#x3bc;F&#xb7;cm<sup>&#x2212;2</sup>)</th>
<th align="center">
<italic>n</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Blank</td>
<td align="char" char=".">0</td>
<td align="char" char=".">2.485</td>
<td align="char" char=".">446</td>
<td align="char" char=".">0.89</td>
<td align="char" char=".">31.2</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="4" align="left">DPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">2.571</td>
<td align="char" char=".">338.4</td>
<td align="char" char=".">0.88</td>
<td align="char" char=".">43.4</td>
<td align="char" char=".">28.1</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">2.978</td>
<td align="char" char=".">287.6</td>
<td align="char" char=".">0.85</td>
<td align="char" char=".">180.5</td>
<td align="char" char=".">82.7</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">2.764</td>
<td align="char" char=".">203.8</td>
<td align="char" char=".">0.86</td>
<td align="char" char=".">199.8</td>
<td align="char" char=".">84.4</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">2.756</td>
<td align="char" char=".">153.8</td>
<td align="char" char=".">0.88</td>
<td align="char" char=".">256.5</td>
<td align="char" char=".">87.8</td>
</tr>
<tr>
<td align="left"/>
<td align="char" char=".">0.1</td>
<td align="char" char=".">2.525</td>
<td align="char" char=".">112.5</td>
<td align="char" char=".">0.88</td>
<td align="char" char=".">329.2</td>
<td align="char" char=".">90.5</td>
</tr>
<tr>
<td rowspan="5" align="left">OPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">2.144</td>
<td align="char" char=".">288.9</td>
<td align="char" char=".">0.83</td>
<td align="char" char=".">85.9</td>
<td align="char" char=".">63.7</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">2.426</td>
<td align="char" char=".">267.2</td>
<td align="char" char=".">0.86</td>
<td align="char" char=".">116.4</td>
<td align="char" char=".">73.2</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">2.518</td>
<td align="char" char=".">213.8</td>
<td align="char" char=".">0.85</td>
<td align="char" char=".">211.6</td>
<td align="char" char=".">85.3</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">2.913</td>
<td align="char" char=".">123.1</td>
<td align="char" char=".">0.85</td>
<td align="char" char=".">327.6</td>
<td align="char" char=".">90.5</td>
</tr>
<tr>
<td align="char" char=".">0.1</td>
<td align="char" char=".">2.651</td>
<td align="char" char=".">108.5</td>
<td align="char" char=".">0.80</td>
<td align="char" char=".">387.8</td>
<td align="char" char=".">91.9</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<italic>CPE</italic> values are calculated using <xref ref-type="disp-formula" rid="e12">Eq. 12</xref> (<xref ref-type="bibr" rid="B72">Zhang et&#x20;al., 2012</xref>):<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>P</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>where <italic>Q</italic>, <italic>w</italic>, <italic>i</italic>, and <italic>n</italic> stand for <italic>CPE</italic> constant, the angular frequency, imaginary root, and the deviation indicator related to the homogeneity of the work electrode surface, respectively. In addition, double-layer capacitance (<italic>C</italic>
<sub>dl</sub>) values are defined using <xref ref-type="disp-formula" rid="e13">Eq. 13</xref> (<xref ref-type="bibr" rid="B8">Brug et&#x20;al., 1984</xref>):<disp-formula id="e13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>The inhibition efficiency was evaluated using the following expression:<disp-formula id="e14">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>where <italic>R</italic>
<sup>0</sup>
<sub>ct</sub> and <italic>R</italic>
<sub>ct</sub> mean the charge transfer resistance of blank electrolyte and electrolyte with inhibitors, respectively.</p>
<p>It is observed that the highest <italic>R</italic>
<sub>ct</sub> [329.2 (&#x3a9;&#xb7;cm<sup>2</sup>) for DPIP and 387.8 (&#x3a9;&#xb7;cm<sup>2</sup>) for OPIP] has been obtained at 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>. With the increase of inhibitor concentration in the corrosive medium, the adsorption of inhibitor molecules on the surface of mild steel increases, which means that the exposed surface area of mild steel decreases, the charge transfer resistance increases, and the inhibition efficiency improves. On the other hand, the increase of <italic>R</italic>
<sub>ct</sub> value coincides with the decrease of <italic>C</italic>
<sub>dl</sub> value of the inhibitors, which can be explained as replacing Cl<sup>&#x2212;</sup> ions and H<sub>2</sub>O molecules from the mild steel surface with inhibitor molecules. This process reduced the surface reaction of mild steel in the corrosive medium, increasing the resistance to charge and mass transfer (<xref ref-type="bibr" rid="B37">McCafferty and Hackerman, 1972</xref>).</p>
</sec>
<sec id="s3-5">
<title>3.5 Adsorption Studies</title>
<p>The adsorption isotherm gives the chance to better understand the interaction between the inhibitor molecules and the metal surface. Langmuir, Temkin, Freundlich, Flory Huggins, and El Awady adsorption isotherms (<xref ref-type="disp-formula" rid="e15">Eqs 15</xref>&#x2013;<xref ref-type="disp-formula" rid="e20">20</xref>) are employed to obtain more information about adsorption behavior and the relationship between surface coverage and inhibitor concentration. The values of surface coverage are obtained from the weight loss data.<disp-formula id="e15">
<mml:math id="m15">
<mml:mrow>
<mml:mfrac>
<mml:mi>C</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
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</p>
<p>Analysis of the different isotherms shows that the fitting provided by the Langmuir isotherm has a regression coefficient <italic>R</italic>
<sup>2</sup> of 0.999 for DPIP and OPIP at 298&#xa0;K (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). The slope of the adsorption isotherm equation is slightly greater than 1 due to the inhomogeneity of the surface.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The Langmuir isotherms tested of DPIP and OPIP as well as their correlation factors, intercept, <italic>K</italic>
<sub>ads</sub>, and &#x394;<italic>G</italic>
<sub>ads</sub>.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g004.tif"/>
</fig>
<p>The values of the adsorption equilibrium constant <italic>K</italic>
<sub>ads</sub> can be accessed from the values of the standard free adsorption energies &#x394;<italic>G</italic>
<sub>ads</sub> by the following equality (<xref ref-type="bibr" rid="B78">Zhao et&#x20;al., 2020</xref>):<disp-formula id="e21">
<mml:math id="m21">
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</mml:math>
<label>(21)</label>
</disp-formula>where <italic>C</italic>
<sub>H2O</sub> is 55.5&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> in the solution; <italic>R</italic> is the constant of gases, and <italic>T</italic> is the temperature.</p>
<p>As we all know, if the value of &#x394;<italic>G</italic>
<sub>ads</sub> is near &#x2212;20&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup> or more positive, it can be regarded as physical adsorption. However, when the value of &#x394;<italic>G</italic>
<sub>ads</sub> is equal to or less than &#x2212;40&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>, it is thought to be chemisorption through the interaction between lone pair electrons in inhibitor molecules and metal surface (<xref ref-type="bibr" rid="B42">Nahle et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B55">Rahmani et&#x20;al., 2019b</xref>; <xref ref-type="bibr" rid="B21">Farhadian et&#x20;al., 2021</xref>). In the present work, the values of &#x394;<italic>G</italic>
<sub>ads</sub> are less than &#x2212;40&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>, which shows that the inhibitor molecules are adsorbed on the mild steel surface by strong chemical bonds. Chemical bindings with Fe unfilled orbitals are through the combination of donating lone electron pairs and/or &#x3c0;-electrons of the DPIP and OPIP molecules and Fe empty orbitals (chemical adsorption).</p>
</sec>
<sec id="s3-6">
<title>3.6 Thermodynamic Activation Parameters for DPIP and OPIP</title>
<p>From the weight loss measurement, the inhibitory performance decreased with rising temperature, so in this part, the effort of temperature on the inhibition performance of DPIP and OPIP was studied. The corrosion kinetic process of mild steel in the corrosive solution without and with inhibitors was described by the Arrhenius equation as follows (<xref ref-type="bibr" rid="B30">Khadraoui et&#x20;al., 2016</xref>):<disp-formula id="e22">
<mml:math id="m22">
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</mml:math>
<label>(22)</label>
</disp-formula>where <italic>k</italic> is the frequency factor and <italic>E</italic>
<sub>a</sub> is the activation energy. The value of <italic>E</italic>
<sub>a</sub> of metal dissolution in the inhibitor-free or inhibitor-containing solution is based on the slope (&#x2212;<italic>E</italic>
<sub>a</sub>/<italic>R</italic>) of the plot of ln<italic>CR</italic>&#x223c;1/<italic>T</italic> (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>ln<italic>CR</italic> versus 1,000/T for mild steel corrosion in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl with various concentrations of DPIP and OPIP.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g005.tif"/>
</fig>
<p>The thermodynamic parameters such as enthalpy and entropy were described by the transition state equation (<xref ref-type="bibr" rid="B30">Khadraoui et&#x20;al., 2016</xref>):<disp-formula id="e23">
<mml:math id="m23">
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<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mrow>
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<mml:mi>T</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
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</mml:mrow>
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</mml:math>
<label>(23)</label>
</disp-formula>where &#x394;<italic>H</italic>, &#x394;<italic>S</italic>, <italic>N</italic>
<sub>
<italic>a</italic>
</sub>, and <italic>h</italic> are enthalpy, entropy, Avogadro number, and Planck&#x27;s constant, respectively. The relationship of ln [<italic>CR</italic>/<italic>T</italic>] &#x223c; 1/<italic>T</italic> is showed in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>. The values of &#x394;<italic>H</italic> and &#x394;<italic>S</italic> were obtained with the slope and intercept of the fitted line. The corrosion kinetic process of mild steel in the absent or present inhibitors solutions was described by the Arrhenius equation. The values of &#x394;<italic>H</italic>, &#x394;<italic>S</italic>, and <italic>E</italic>
<sub>a</sub> are listed in <xref ref-type="table" rid="T4">Table&#x20;4</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>ln [<italic>CR</italic>/<italic>T</italic>] versus 1,000/T for mild steel corrosion in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl with various concentrations of DPIP and OPIP.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g006.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Activation parameters values in the nonexistence and existence of DPIP and OPIP solution.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Inhibitors</th>
<th align="center">
<italic>C</italic> (mmol&#xb7;L<sup>&#x2212;1</sup>)</th>
<th align="center">&#x394;<italic>H</italic> (kJ&#xb7;mol<sup>&#x2212;1</sup>)</th>
<th align="center">&#x394;<italic>S</italic> (J&#xb7;mol<sup>&#x2212;1</sup>&#xb7;K<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>E</italic>
<sub>a</sub> (kJ&#xb7;mol<sup>&#x2212;1</sup>)</th>
<th align="center">
<italic>E</italic>
<sub>a</sub>-dh (kJ&#xb7;mol<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Blank</td>
<td align="char" char=".">0</td>
<td align="char" char=".">5.64</td>
<td align="char" char=".">&#x2212;226.68</td>
<td align="char" char=".">8.20</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td rowspan="4" align="left">DPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">23.82</td>
<td align="char" char=".">&#x2212;178.39</td>
<td align="char" char=".">26.38</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">24.84</td>
<td align="char" char=".">&#x2212;176.01</td>
<td align="char" char=".">27.39</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">30.92</td>
<td align="char" char=".">&#x2212;158.43</td>
<td align="char" char=".">33.48</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">37.73</td>
<td align="char" char=".">&#x2212;138.19</td>
<td align="char" char=".">40.29</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="left"/>
<td align="char" char=".">0.1</td>
<td align="char" char=".">38.67</td>
<td align="char" char=".">&#x2212;137.90</td>
<td align="char" char=".">41.23</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td rowspan="5" align="left">OPIP</td>
<td align="char" char=".">0.001</td>
<td align="char" char=".">25.04</td>
<td align="char" char=".">&#x2212;174.44</td>
<td align="char" char=".">26.35</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.005</td>
<td align="char" char=".">27.33</td>
<td align="char" char=".">&#x2212;168.07</td>
<td align="char" char=".">28.65</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.01</td>
<td align="char" char=".">35.55</td>
<td align="char" char=".">&#x2212;143.84</td>
<td align="char" char=".">36.86</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.05</td>
<td align="char" char=".">37.27</td>
<td align="char" char=".">&#x2212;140.08</td>
<td align="char" char=".">38.58</td>
<td align="char" char=".">2.56</td>
</tr>
<tr>
<td align="char" char=".">0.1</td>
<td align="char" char=".">44.74</td>
<td align="char" char=".">&#x2212;118.98</td>
<td align="char" char=".">46.05</td>
<td align="char" char=".">2.56</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As showed in <xref ref-type="table" rid="T4">Table&#x20;4</xref>, the value of <italic>E</italic>
<sub>a</sub> for the mild steel in the inhibited solution is higher than that obtained for the uninhibited solution. The value of <italic>E</italic>
<sub>a</sub> in the inhibited solution (at least 26.38&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup> for DPIP and 26.35&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup> for OPIP) is higher than that in the blank solution and is 8.2&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>. It is well known that a higher value of the <italic>E</italic>
<sub>a</sub> than without inhibitors means that the inhibitors offer a thin adsorption film on the mild steel surface that creates a physical barrier for charge and mass transfer (<xref ref-type="bibr" rid="B28">Kannan et&#x20;al., 2014</xref>). In addition, the activation energy was augmented with the increased inhibitors concentration, indicating that the dissolution rate of mild steel decreased in the corrosive medium (<xref ref-type="bibr" rid="B62">Sliem et&#x20;al., 2019</xref>). The positive value of &#x394;<italic>H</italic> reflects that the dissolution process of mild steel in the studied solution is endothermic. Moreover, the difference between <italic>E</italic>
<sub>a</sub> and &#x394;<italic>H</italic> being greater than 0 also showed that gaseous reduction reaction (hydrogen evolution) occurred in the corrosion process (<xref ref-type="bibr" rid="B74">Zhang et&#x20;al., 2021</xref>). Further analysis found that the average value of <italic>E</italic>
<sub>a</sub>&#xa0;&#x2212;&#xa0;&#x394;<italic>H</italic> is about 2.56&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>, which is basically consistent with the value of <italic>RT</italic> (2.57&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>), indicating that the corrosion process is a unimolecular reaction (<xref ref-type="bibr" rid="B24">Gomma and Wahdan, 1995</xref>). Negative values of &#x394;<italic>S</italic> indicate the decrease in disorder. The adsorption process goes from the reagents to the activated complex, and complex compound formation was associated with the rate-determining step (<xref ref-type="bibr" rid="B57">Saady et&#x20;al., 2021</xref>).</p>
</sec>
<sec id="s3-7">
<title>3.7 Surface Characterizations</title>
<sec id="s3-7-1">
<title>3.7.1 SEM Analysis</title>
<p>SEM analysis provides two-dimensional visual information about the corrosion resistance of inhibitors to metal, which is a powerful supplement to the results of weight loss analysis and electrochemical research. The morphology of mild steel immersed in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl acid solution without and with 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> of DPIP/OPIP for 3&#xa0;h was studied, as showed in <xref ref-type="fig" rid="F7">Figures 7A&#x2013;C</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>SEM <bold>(A&#x2013;C)</bold> and AFM <bold>(D&#x2013;F)</bold> images of mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl without and with 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> DPIP/OPIP after 3&#xa0;h immersion.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g007.tif"/>
</fig>
<p>It is clear from <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> that the surface of mild steel is seriously damaged in the uninhibited acidic solution, reflecting a strong metal dissolution. The surface of mild steel is rough and porous, and the hole is wide and deep. After adding DPIP/OPIP in the corrosive environment, the inhibitor molecules are adsorbed on the metal surface and cover the exposed surface to decrease the contact between the corrosive medium and the metal and delay the dissolution of the sample.</p>
</sec>
<sec id="s3-7-2">
<title>3.7.2 AFM Analysis</title>
<p>With the rapid development of high-resolution spatial characterization technology, AFM has been successfully implemented in the field of corrosion and protection. <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> shows the 3D morphology and roughness of mild steel surface with and without corrosion inhibitors in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl acidic medium. As shown in the figures, the surface of mild steel sample without corrosion inhibitor shows serious damage, with an average roughness of 33.7&#xa0;nm. Compared with the sample without corrosion inhibitors, the metal surface of the sample with corrosion inhibitors is more uniform, and its roughness (RA) is lower. The average roughness of mild steel soaked in DPIP and OPIP solutions is 11 and 12&#xa0;nm, respectively. AFM morphology further confirmed that the existence of corrosion inhibitors can effectively inhibit the corrosion of mild&#x20;steel.</p>
</sec>
<sec id="s3-7-3">
<title>3.7.3 XPS Analysis</title>
<p>The composition of organic adsorption layer on mild steel surface in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> hydrochloric acid corrosion medium with corrosion inhibitors was studied by XPS. The results demonstrate that the surface film is generally composed of ferric oxide and carbonaceous organic matter. In this way, the high-resolution peaks for C 1s, O 1s, N 1s, and Fe 2p for mild steel surface after 3&#xa0;h of immersion in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution containing 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> of DPIP and OPIP are recorded and shown in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>XPS spectra of mild steel surface in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl without and with 0.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> DPIP/OPIP after 3&#xa0;h immersion: wide spectra, C 1s, N 1s, O 1s, and Fe&#x20;2p.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g008.tif"/>
</fig>
<p>The C 1s spectra of DPIP and OPIP show three peaks (287.9, 285.3, and 284.3) and (287.4, 285.4, and 284.2), respectively. The largest peak can be ascribed to the C&#x2013;C and C&#x3d;C aromatic bonds with the characteristic binding energy of 284.3&#xa0;eV, with the peak at 284.2&#xa0;eV in OPIP as well. Peaks at 285.3 or 285.4&#xa0;eV referred to the C&#x2013;H, and those at 287.9 or 287.4&#xa0;eV referred to the C&#x2013;N and C&#x3d;N, respectively (<xref ref-type="bibr" rid="B66">Wagner et&#x20;al., 1979</xref>; <xref ref-type="bibr" rid="B67">Watts and Wolstenholme, 2003</xref>; <xref ref-type="bibr" rid="B70">Yamashita and Hayes, 2008</xref>). The O 1s spectrum envelops were fitted by two peaks. The first peak located at 529.9&#xa0;eV was attributed to Fe<sub>2</sub>O<sub>3</sub> and/or Fe<sub>3</sub>O<sub>4</sub> oxides. The second peak located at 530.8&#xa0;eV (530.7&#xa0;eV for OPIP) is attributed to the oxygen in hydrous iron oxides, such as FeOOH and/or Fe(OH)<sub>3</sub> (<xref ref-type="bibr" rid="B65">Temesghen and Sherwood, 2002</xref>). The peaks of the N 1s of the steel sample treated by DPIP may be fitted into three peaks located at 401.3, 399.3, and 398.0&#xa0;eV corresponding to the quaternary nitrogen (&#x3d;N<sup>&#x2b;</sup>-) atom of the imidazo pyrimidine ring (<xref ref-type="bibr" rid="B64">Tang et&#x20;al., 2013</xref>), coordinated nitrogen atom, and C-N-metal bond (<xref ref-type="bibr" rid="B68">Weng et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B22">Finsgar et&#x20;al., 2009</xref>), respectively. In the case of OPIP, these peaks are noted at 401.1, 399.2, and 397.7&#xa0;eV.</p>
<p>The Fe 2p spectra were fitted to two doublets, 711.7&#xa0;eV or 712.7 (Fe 2p3/2) and 724.3&#xa0;eV or 724.6 (Fe 2p1/2), with an associated ghost structure. The peak is attributable to the Fe&#x2013;N, which is reported to appear at 710.3&#xa0;eV (711.7&#xa0;eV for OPIP) (<xref ref-type="bibr" rid="B9">Ciampi and Di castro, 1995</xref>; <xref ref-type="bibr" rid="B75">Zhang et&#x20;al., 2016</xref>). The peak located at 711.7 or 712.7&#xa0;eV was assigned to ferric compounds such as FeOOH (i.e.,&#x20;oxyhydroxide), Fe<sub>2</sub>O<sub>3</sub> (i.e.,&#x20;Fe<sup>3&#x2b;</sup> oxide), and/or Fe<sub>3</sub>O<sub>4</sub> (i.e.,&#x20;Fe<sup>2&#x2b;</sup>/Fe<sup>3&#x2b;</sup> mixed oxide) (<xref ref-type="bibr" rid="B48">Pech-Canul and Bartolo-Perez, 2004</xref>; <xref ref-type="bibr" rid="B7">Bouanis et&#x20;al., 2009</xref>); the peak observed at 718.6 or 718.7&#xa0;eV may be ascribed to the satellite of Fe(III) (Ciampi and Di castro, 1995). Based on the previous observations, the XPS results support the presence of adsorbed inhibitors on the mild steel surface.</p>
</sec>
</sec>
<sec id="s3-8">
<title>3.8 Quantum Chemical Calculations</title>
<sec id="s3-8-1">
<title>3.8.1 DFT</title>
<p>Quantum chemistry research is often used to determine the correlation between the molecular structure and anti-corrosion performance of corrosion inhibitors (<xref ref-type="bibr" rid="B77">Zhao et&#x20;al., 2014</xref>). DFT is a very powerful tool for calculating molecular electron descriptors and analyzing inhibitor/surface interaction. In this work, the HOMO and the LUMO were obtained by using Gaussian 09 software and given in <xref ref-type="fig" rid="F9">Figures 9A</xref>&#x2013;F (<xref ref-type="bibr" rid="B69">Xia et&#x20;al., 2020</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Optimized structures, HOMO, and LUMO of DPIP and OPIP molecules obtained at B3LYP/6&#x2013;31G level in aqueous solution.</p>
</caption>
<graphic xlink:href="fmats-09-843522-g009.tif"/>
</fig>
<p>It is worth noting that the frontier molecular orbitals of inhibitor molecules play a major role in predicting the contribution and acceptance of electrons. <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> shows that HOMO and LUMO orbitals of DPIP and OPIP molecules are distributed on the surfaces of pyrimidine and imidazole parts. It can be noted that heteroatoms, such as N atoms, and benzene rings related to the above groups are very active. This means that the above sites are more involved in the inhibitor&#x2013;metal interaction in the donor&#x2013;acceptor process (<xref ref-type="bibr" rid="B51">Qiang et&#x20;al., 2017</xref>). In addition to graphical representation, different quantum chemical parameters such as <italic>E</italic>
<sub>HOMO</sub>, <italic>E</italic>
<sub>LUMO</sub> &#x394;<italic>E</italic>, and &#x394;<italic>N</italic> were calculated to further explain the reactivity of corrosion inhibitors and their adsorption capacity on mild steel surface. <xref ref-type="table" rid="T5">Table&#x20;5</xref> summarizes the most important quantum chemical descriptors obtained after geometry optimization in the neutral form for each molecule in the aqueous&#x20;phase.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Quantum chemical descriptors and MD data of DPIP and OPIP.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Inhibitors</th>
<th align="left">
<italic>E</italic>
<sub>HOMO</sub> (eV)</th>
<th align="left">
<italic>E</italic>
<sub>LUMO</sub> (eV)</th>
<th align="left">&#x394;<italic>E</italic> (eV)</th>
<th align="left">
<italic>&#x3bc;</italic> (D)</th>
<th align="left">&#x394;<italic>N</italic>
</th>
<th align="left">
<italic>E</italic>
<sub>interaction</sub> (kJ&#xb7;mol<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>E</italic>
<sub>binding</sub> (kJ&#xb7;mol<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">DPIP</td>
<td align="char" char=".">&#x2212;5.587</td>
<td align="char" char=".">&#x2212;2.053</td>
<td align="char" char=".">3.534</td>
<td align="char" char=".">6.099</td>
<td align="char" char=".">0.2830</td>
<td align="char" char=".">&#x2212;534.67</td>
<td align="char" char=".">534.67</td>
</tr>
<tr>
<td align="left">OPIP</td>
<td align="char" char=".">&#x2212;5.518</td>
<td align="char" char=".">&#x2212;1.990</td>
<td align="char" char=".">3.528</td>
<td align="char" char=".">6.166</td>
<td align="char" char=".">0.3022</td>
<td align="char" char=".">&#x2212;593.25</td>
<td align="char" char=".">593.25</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Generally speaking, the reactivity of inhibitor molecules can be forecast by the energy of molecular orbitals: high HOMO energy represents the tendency of molecules to give electrons, and high LUMO energy represents the tendency to accept electrons. Therefore, the corrosion inhibitor with higher HOMO and the lower LUMO energy can be expected to have high anti-corrosion performance. In this work, it can be seen that the HOMO energy of OPIP is higher than that of DPIP, which has a stronger electron supplying ability, while the LUMO orbital energy of DPIP is higher, which shows a stronger electron receiving ability. This result cannot directly be used to judge the anti-corrosion performance of the corrosion inhibitors but also needs to be compared through the energy gap of the molecule. The corrosion inhibitor with high reaction activity has a lower value of energy gap (<xref ref-type="bibr" rid="B32">Kozlica et&#x20;al., 2021</xref>).</p>
<p>From <xref ref-type="table" rid="T5">Table&#x20;5</xref>, The &#x394;<italic>E</italic> values of OPIP (3.528&#xa0;eV) is lower than DPIP (3.534&#xa0;eV), indicating that OPIP molecules are more likely to react with the mild steel surface.</p>
<p>In addition, the dipole moment of OPIP (6.166 D) is also higher than DPIP (6.099), reflecting a better reactivity, which is well correlated to the &#x394;<italic>E.</italic> On the other hand, Lukovits have found theoretically that If &#x394;<italic>N</italic>&#x20;&#x3c; 3.6, &#x394;<italic>N</italic> indicates the ability to provide electrons to the metal surface (<xref ref-type="bibr" rid="B36">Lukovits et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B52">Qiang et&#x20;al., 2018</xref>). In the present work, the &#x394;<italic>N</italic> values of the corrosion inhibitors studied are less than 3.6, which indicates that the molecules of the inhibitors are the electron donor and the metal surface is an acceptor.</p>
</sec>
<sec id="s3-8-2">
<title>3.8.2 Fukui Index</title>
<p>Fukui index was used to understand the reactivity of DPIP and OPIP inhibitor molecules by identifying the electrophilic and nucleophilic attack sites (<italic>f</italic>
<sup>&#x2b;</sup>
<sub>k</sub> and <italic>f</italic>
<sup>&#x2212;</sup>
<sub>k</sub>). <xref ref-type="sec" rid="s9">Supplementary Table S2</xref> shows the Fukui index of corrosion inhibitors in an optimized form calculated in the neutral state in the aqueous phases.</p>
<p>It can be observed that the inhibitor molecule has multiple active donor&#x2013;acceptors. The preferred sites for electrophilic attacks of the two inhibitors are found mainly on the benzene ring, imidazo ring, and pyrimidine ring, while the preferred sites for nucleophilic attacks are located on the imidazo ring and pyrimidine ring. According to the analysis above, the imidazo [1,2 a] pyrimidine group could be the main reactive site, which suggests that the imidazo [1,2 a] pyrimidine group has a stronger tendency to donate electrons to Fe<sup>2&#x2b;</sup> or Fe<sup>3&#x2b;</sup> on the Fe (110) surface. This indicates that these sites are liable to be the preferred sites for corrosion inhibitor molecules to adsorb on the mild steel surface.</p>
<p>Further, instead of analyzing the data of the Fukui functions ((<italic>f</italic>
<sub>k</sub>
<sup>&#x2b;</sup> and <italic>f</italic>
<sub>k</sub>
<sup>&#x2212;</sup>), the local softness (<italic>&#x3c3;</italic>
<sub>k</sub>
<sup>&#xb1;</sup>), and the electrophilicity (<italic>&#x3c9;</italic>
<sub>k</sub>
<sup>&#xb1;</sup>), the results of the dual Fukui function (&#x394;<italic>f</italic>
<sub>k</sub>), the dual local softness (&#x394;<italic>&#x3c3;</italic>
<sub>k</sub>), and the dual local philicity (&#x394;<italic>&#x3c9;</italic>
<sub>k</sub>) are analyzed and investigated; the graphical representation of the dual local descriptors (&#x394;<italic>f</italic>
<sub>k</sub>, &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub>) of the most representative active sites are presented in <xref ref-type="sec" rid="s9">Supplementary Figure S2</xref> and <xref ref-type="sec" rid="s9">Supplementary Table&#x20;S2</xref>.</p>
<p>It was reported that if the dual local descriptors (&#x394;<italic>f</italic>
<sub>k</sub>, &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub>) are less than 0, the process is favored for an electrophilic attack; however, if (&#x394;<italic>f</italic>
<sub>k</sub>, &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub>)&#xa0;&#x3e;&#xa0;0, the process is favored for a nucleophilic attack (<xref ref-type="bibr" rid="B23">Geerlings et&#x20;al., 2012</xref>). As results in <xref ref-type="sec" rid="s9">Supplementary Table S2</xref> show, the three descriptors &#x394;<italic>f</italic>
<sub>k</sub>, &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> are lower than 0, which suggests that the two corrosion inhibitors studied have many active centers and have the ability to accept electrons from the metal, while the sites with the &#x394;<italic>f</italic>
<sub>k</sub>, &#x394;<italic>&#x3c3;</italic>
<sub>k</sub>, and &#x394;<italic>&#x3c9;</italic>
<sub>k</sub> higher than 0 suggest electrophilic centers (<xref ref-type="bibr" rid="B10">Cuan et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B11">Domingo et&#x20;al., 2016</xref>). As results in <xref ref-type="sec" rid="s9">Supplementary Table S2</xref> show, the most active sites for electron accepting centers for DPIP and OPIP have the following trend: C14 &#x3e; C6 &#x3e; C2 &#x3e; C17 &#x3e; C18 &#x3e; C19 &#x3e; C24 &#x3e; C20 &#x3e; C22 &#x3e; C11 &#x3e; C9 &#x3e; N25 &#x3e; N10 &#x3e; N12 &#x3e; C21 &#x3e; C8 &#x3e; C7 &#x3e; C13 and C14 &#x3e; C6 &#x3e; C2 &#x3e; C17 &#x3e; C18 &#x3e; C26 &#x3e; C19 &#x3e; C24 &#x3e; C20 &#x3e; C22 &#x3e; N11 &#x3e; C9 &#x3e; C25 &#x3e; N10 &#x3e; C12 &#x3e; C21 &#x3e; C8 &#x3e; C7 &#x3e; N13, respectively. However, the most active sites donating active centers for DPIP and OPIP can be arranged as follows: C5 &#x3e; C3 &#x3e; C1 &#x3e; C23 &#x3e; C15 &#x3e; C16 &#x3e; C4 and C5 &#x3e; C3 &#x3e; C28 &#x3e; C1 &#x3e; C29 &#x3e; C30 &#x3e; C27 &#x3e; C31 &#x3e; C32 &#x3e; C33 &#x3e; C23 &#x3e; C15 &#x3e; C16 &#x3e; C4, respectively.</p>
</sec>
</sec>
<sec id="s3-9">
<title>3.9 MD Simulation Results</title>
<p>The performances of the studied molecules to the migration of corrosive species like Cl<sup>&#x2212;</sup>, H<sub>3</sub>O<sup>&#x2b;</sup>, and H<sub>2</sub>O are investigated with the help of diffusion coefficient values. The MSD is a microscopic parameter that is involved, defined as:<disp-formula id="e24">
<mml:math id="m24">
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi>N</mml:mi>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:munderover>
<mml:mrow>
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<mml:mrow>
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</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(24)</label>
</disp-formula>
<disp-formula id="e25">
<mml:math id="m25">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>6</mml:mn>
</mml:mfrac>
<mml:munder>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:munder>
<mml:mfrac>
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<mml:mrow>
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<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>N</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
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<mml:mo>&#x7c;</mml:mo>
<mml:mrow>
<mml:msub>
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<mml:mo>)</mml:mo>
</mml:mrow>
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<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
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<mml:mn>0</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
<label>(25)</label>
</disp-formula>where <italic>&#x7c;R</italic>
<sub>
<italic>i</italic>
</sub>(<italic>t</italic>) &#x2212; R<sub>
<italic>i</italic>
</sub> (0)&#x7c;<sup>2</sup> and <italic>N</italic> represents the MSD number of target molecules, respectively. The positions of corrosive particles at time <italic>t</italic> and 0 are given by <italic>R</italic>
<sub>
<italic>i</italic>
</sub>(<italic>t</italic>) and <italic>R</italic>
<sub>
<italic>i</italic>
</sub> (0), respectively.</p>
<p>The MSD curves of Cl<sup>&#x2212;</sup>, H<sub>3</sub>O<sup>&#x2b;</sup>, and H<sub>2</sub>O in the protective film of DPIP and OPIP are shown in <xref ref-type="sec" rid="s9">Supplementary Figure S3</xref>. The magnitude of diffusion coefficients for Cl<sup>&#x2212;</sup>, H<sub>3</sub>O<sup>&#x2b;</sup>, and H<sub>2</sub>O are 0.3222, 0.7830, and 2.3920 &#xd7; 10<sup>&#x2013;9</sup>&#xa0;m<sup>2</sup>/s, respectively (<xref ref-type="bibr" rid="B13">Ehteshamzade et&#x20;al., 2006</xref>). However, the calculated diffusion coefficients for Cl<sup>&#x2212;</sup>, H<sub>3</sub>O<sup>&#x2b;</sup>, and H<sub>2</sub>O decrease significantly in the film of DPIP and OPIP (<xref ref-type="sec" rid="s9">Supplementary Table S3</xref>). This observation reveals that the addition of DPIP and OPIP into the corrosive media generates a protective film over the mild steel surface and creates hindrance in the migration of corrosive species. The reduction in the diffusion coefficient values of OPIP is higher as compared to DPIP, which suggests more protective film formation in the case of OPIP over the metal surface than DPIP. This result further reinforces the superior performance of OPIP than DPIP and supports the experimental finding.</p>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10</xref> gives the top and side views of the stable adsorption configuration of DPIP and OPIP molecules on the Fe (1 1&#x20;0) surface in the presence of chloride ions with the temperatures of 298&#xa0;K. It can be seen from the figure that the molecules of DPIP and OPIP are adsorbed on the Fe (1 1&#x20;0) surface in parallel in the presence of H<sub>2</sub>O, H<sub>3</sub>O, and Cl<sup>&#x2212;</sup>. This is due to a high number of active electron donor units in the imidazopyrimidine group, which is easier to adsorb with surface atoms on the mild steel substrate (<xref ref-type="bibr" rid="B27">Hsissou et&#x20;al., 2020</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Top and side views of the stable adsorption configuration of DPIP <bold>(A)</bold> and OPIP <bold>(B)</bold> obtained by molecular dynamic simulations on Fe (110).</p>
</caption>
<graphic xlink:href="fmats-09-843522-g010.tif"/>
</fig>
<p>The interaction energy (<italic>E</italic>
<sub>interaction</sub>) and adsorption energy (<italic>E</italic>
<sub>binding</sub>) are employed to measure the interaction and adsorption capacity of DPIP and OPIP with the very fine surface of Fe (1 1&#x20;0), respectively. <italic>E</italic>
<sub>interaction</sub> and <italic>E</italic>
<sub>binding</sub> values are calculated according to the following two equations and listed in <xref ref-type="table" rid="T5">Table&#x20;5</xref> (<xref ref-type="bibr" rid="B5">Asadi et&#x20;al., 2019</xref>):<disp-formula id="e26">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">int</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
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<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
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<mml:mi mathvariant="normal">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
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<mml:mi mathvariant="normal">o</mml:mi>
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<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
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<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(26)</label>
</disp-formula>
<disp-formula id="e27">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
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<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(27)</label>
</disp-formula>
</p>
<p>The high absolute value of interaction and binding energy indicates the ability to replace the corrosive ions and H<sub>2</sub>O molecules to form a protective layer against the corrosive medium (<xref ref-type="bibr" rid="B25">Guo et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Rbaa et&#x20;al., 2019</xref>). In this work, the interactions with the Fe (1 1&#x20;0)/OPIP interface are greater compared to interactions with the Fe (1 1&#x20;0)/DPIP interface, which is due to the carbon chain effect, so that leads to an increase in interactions at the interface. The data in <xref ref-type="table" rid="T5">Table&#x20;5</xref> show that the <italic>E</italic>
<sub>binding</sub> value of OPIP is higher than that of DPIP, indicating the higher adsorption capacity of the compound.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>The use of corrosion inhibitors is one of the important methods for surface modification of mild steel to prevent corrosion. The synthesized DPIP and OPIP have high corrosion inhibition performance for mild steel in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution. Electrochemical test results show that the inhibition efficiency increases with increasing concentration. Both the inhibitors are mixed-type inhibitors in 1&#xa0;mol&#xa0;L<sup>&#x2212;1</sup> HCl solution, and EIS data showed that the corrosion inhibitors played their role by adsorption on the mild steel surface. The adsorption of DPIP and OPIP on the mild steel obeys the Langmuir adsorption isotherm model. The addition of inhibitors leads to an increase in the activation energy of corrosion, indicating that the inhibitor adsorption on the metallic surface increased the energy barrier for the corrosion process. The theoretical calculations by the DFT method reveal that the adsorption of DPIP and OPIP is a chemical adsorption mainly through the bonding of N atoms or aromatic ring to the Fe surface, which is supported by MD simulation.</p>
</sec>
</body>
<back>
<sec 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="s9">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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="disclaimer" id="s8">
<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 id="s9">
<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/fmats.2022.843522/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmats.2022.843522/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.doc" id="SM1" mimetype="application/doc" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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