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Strength of FeS Bonds and Hydrogen Bonds in Small Molecule Inhibitors of Bacterioferritin: QM/MM and Local Mode Analysis 细菌铁蛋白小分子抑制剂中FeS键和氢键的强度:QM/MM和局部模式分析
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-18 DOI: 10.1002/jcc.70266
Marek Freindorf, Elfi Kraka

In this study, we computationally investigated the strength of FeS chemical bonds in heme groups and hydrogen bonds in bacterioferritin (BR) from Pseudomonas aeruginosa in the presence of small molecular inhibitors. The investigations were based on QM/MM calculations in both the ferric and ferrous oxidation states of BR, followed by Local Mode Analysis, with initial coordinates taken from available experimental x-ray structures of BR with ligands. Our results show that the FeS chemical bonds in both oxidation states were stronger, shorter, more covalent, and generally less polar than in the gas phase. In the ferrous state of the protein, the FeS bonds tended to be weaker, shorter, less covalent, and less polar than in the ferric state. On average, the hydrogen bonds in both oxidation states of the protein were stronger than a hydrogen bond in a water dimer, highlighting the influence of the protein environment on these interactions.

在这项研究中,我们计算研究了铜绿假单胞菌细菌铁蛋白(BR)在小分子抑制剂存在下血红素基团中FeS化学键和氢键的强度。研究基于BR的铁态和亚铁态的QM/MM计算,然后进行局域模式分析,初始坐标来自BR配体的现有实验x射线结构。我们的结果表明,两种氧化态下的FeS化学键都比气相更强、更短、更共价,而且通常极性更低。在蛋白质的铁态中,与铁态相比,FeS键更弱、更短、共价更低、极性更弱。平均而言,蛋白质两种氧化态的氢键都比水二聚体中的氢键强,这突出了蛋白质环境对这些相互作用的影响。
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引用次数: 0
DMPE: A Dual-Branch Molecular Property Encapsulation Framework With Kolmogorov-Arnold Networks DMPE:具有Kolmogorov - Arnold网络的双分支分子性质封装框架
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1002/jcc.70273
Lihui Duo, Bencan Tang, Jonathan D. Hirst, Hua Xie, Jianfeng Ren

Accurate molecular representation learning is critical for accelerating property prediction in drug discovery. Here, we propose the Dual-branch Molecular Property Encapsulation (DMPE) framework. Its core component, the Refined Interactive Graph Attention Framework (RIGAF), captures both intramolecular topology and intermolecular structural similarity within the broader chemical space. Subsequently, a Kolmogorov-Arnold Network (KAN)-based Embedding and Fusion (KAEF) module uses spline-based transformations to integrate these graph features with complementary molecular fingerprints, enhancing model interpretability while maintaining strong generalizability. DMPE performs competitively, with superior ROC-AUC scores on scaffold-based BBBP (0.927) and multi-label SIDER (0.691) benchmarks, alongside promising accuracy across nine of 14 breast cancer cell lines. Key components of our architecture are validated through ablation studies. Model reliability is bolstered by Monte Carlo dropout for uncertainty estimation, which also serves as an ensemble strategy to enhance accuracy. The framework was applied to the identification of potential hematopoietic progenitor kinase 1 (HPK1) inhibitors for hepatocellular carcinoma.

准确的分子表征学习对于加速药物发现的性质预测至关重要。在这里,我们提出了双分支分子性质封装(DMPE)框架。它的核心组件是精细化交互图注意框架(RIGAF),在更广泛的化学空间内捕获分子内拓扑结构和分子间结构相似性。随后,基于Kolmogorov - Arnold网络(KAN)的嵌入和融合(KAEF)模块使用基于样条的变换将这些图特征与互补的分子指纹相结合,增强了模型的可解释性,同时保持了很强的泛化性。DMPE具有竞争力,在基于支架的BBBP(0.927)和多标签SIDER(0.691)基准上具有优越的ROC - AUC评分,同时在14个乳腺癌细胞系中的9个细胞系上具有良好的准确性。我们架构的关键组件通过消融研究得到验证。采用蒙特卡罗dropout法进行不确定性估计,提高了模型的可靠性,同时也作为集成策略提高了模型的精度。该框架被应用于鉴定肝细胞癌的潜在造血祖激酶1 (HPK1)抑制剂。
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引用次数: 0
Anion Binding by Macrocyclic Receptors: Computational Landscape of 1:1 and 2:1 Stoichiometries 阴离子结合的大环受体:1:1和2:1化学计量的计算景观
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1002/jcc.70270
Minwei Che, Amar H. Flood, Krishnan Raghavachari

Macrocyclic receptors play a crucial role in supramolecular chemistry, enabling the selective binding of guest molecules through non-covalent interactions. This study investigates the anion binding properties of three shape-persistent macrocycles, triazolophane, cyanostar, and tricarb, each featuring preorganized cavities with polarized CH hydrogen bond donors. In the 1:1 binding stoichiometries, the macrocycles preferentially bind anions that fit inside their two-dimensional cavities, with this preference being more pronounced in solution. Specifically, the triazolophane favors smaller anions like chloride and bromide, while the larger cavities offered by cyanostar and tricarb macrocycles preferentially bind the larger iodide. For large, polyatomic anions (SCN, BF4, ClO4, and PF6), the macrocycles self-assemble to form stable 2:1 sandwich complexes, exhibiting stronger binding. This shift in selectivity highlights the versatility of the macrocycles, making them promising candidates for anion sensing and regulation with various complexation stoichiometries.

大环受体在超分子化学中起着至关重要的作用,能够通过非共价相互作用选择性地结合客体分子。本研究研究了三种形状持久的大环:三唑啉、氰星和三卡布的阴离子结合特性,它们都具有具有极化CH氢键供体的预组织空腔。在1:1结合的化学计量中,大环优先结合适合其二维腔的阴离子,这种偏好在溶液中更为明显。具体来说,三唑啉倾向于较小的阴离子,如氯离子和溴离子,而蓝星和三卡布大环提供的较大空腔优先结合较大的碘离子。对于大的多原子阴离子(SCN−,bf4−,clo4−和pf6−),大环自组装形成稳定的2:1夹层配合物,表现出更强的结合。这种选择性的转变突出了大环的多功能性,使它们成为阴离子传感和各种络合化学计量学调控的有希望的候选者。
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引用次数: 0
Microcanonical Rate Constants With Rice–Ramsperger–Kassel–Marcus in Eyringpy Rice-Ramsperger-Kassel-Marcus在Eyringpy中的微正则速率常数
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1002/jcc.70259
Aura Gómez-Heredia, Eugenia Dzib, Gabriel Merino

Rice–Ramsperger–Kassel–Marcus (RRKM) theory was implemented in Eyringpy to enable the computation of microcanonical rate constants, densities of states (DOS), and sums of states. Input can be provided either as experimental data or directly from electronic-structure output files, requiring minimal user specification. The Stein–Rabinovitch algorithm was employed for accurate state counting, and tunneling corrections were introduced through the Eckart model to account for light-particle transfer and narrow barriers. To validate the implementation, the DOS of hydrogen peroxide was evaluated with anharmonic-vibrational corrections, and three gas-phase reactions were analyzed: thermal decomposition of digermane, bromine-atom loss from CH2BrO·, and hydrofluoric-acid elimination from CF3CH3. The validation confirms that Eyringpy provides accurate and efficient RRKM calculations, providing reliable kinetic analyses of unimolecular reactions across a broad energy range.

Rice-Ramsperger-Kassel-Marcus (RRKM)理论在Eyringpy中实现,用于计算微规范速率常数、态密度(DOS)和态和。输入可以作为实验数据或直接从电子结构输出文件提供,需要最少的用户规范。采用Stein-Rabinovitch算法进行精确的状态计数,并通过Eckart模型引入隧道修正来解释光粒子转移和窄势垒。为了验证该方法的可行性,用非调和振动修正法对过氧化氢的DOS进行了评估,并分析了三种气相反应:二癸烷的热分解、ch2 - BrO·的溴原子损失和cf3 - ch3的氢氟酸消除。验证证实,Eyringpy提供了准确高效的RRKM计算,在广泛的能量范围内提供了可靠的单分子反应动力学分析。
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引用次数: 0
Density Functional Theory Study of Structural, Electronic and Optical Properties of 13-Atom Au-Ag-Cu Ternary Clusters 13 -原子Au - Ag - Cu三元团簇结构、电子和光学性质的密度泛函理论研究
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-11 DOI: 10.1002/jcc.70272
Weiyin Li, Longcan Cheng, Hao Feng, Huanhuan Ma

The structural, electronic, and optical properties of 13-atom Au-Ag-Cu ternary clusters are systematically investigated using density functional theory (DFT). The results indicate that the structural configurations of Ag11−nCu2Aun (n = 2, 3, 4, 5, 6, 7, 9), Ag10−nCu3Aun (n = 3, 4, 6, 7, 8, 9), Ag8−nCu5Aun (n = 4, 5, 6, 7), Ag11−nCu1Aun (n = 8, 9), Ag7−nCu6Aun (n = 5, 6), and Ag6−nCu7Aun (n = 3, 5) clusters exhibit irregular structural configurations, while other ternary clusters exhibit icosahedral-like geometries. In terms of stability, Ag9Cu2Au2, Ag7Cu2Au4, Ag5Cu2Au6, Ag3Cu7Au3, Ag3Cu3Au7, Ag1Cu9Au3, Ag1Cu6Au6, and Ag1Cu3Au9 clusters are identified as more stable than their neighboring clusters, based on the excess energy and second-order difference energy. Regarding the electronic properties, all ternary clusters exhibit reduced HOMO–LUMO gaps compared to pure clusters. Notably, the Ag1Cu7Au5 cluster shows the highest ionization potential and the lowest electron affinity, whereas the Ag8Cu3Au2 cluster displays the opposite trend. Regarding the optical properties, most 13-atom Au-Ag-Cu ternary clusters demonstrate a red shift relative to pure clusters, with absorption spanning from the visible to the near-UV region. Of the Au-Ag-Cu ternary clusters investigated here, the Ag6Cu1Au6 cluster exhibits the strongest absorption peak at 314.70 nm, whereas the Ag5Cu3Au5 cluster shows the strongest absorption in the visible region. This study identified significant factors affecting the stability of Au-Ag-Cu ternary clusters, providing direction for future research on the stability of more complex ternary clusters. Investigation of optical properties offers a theoretical basis for the prospects of Au-Ag-Cu ternary clusters as optoelectronic materials.

利用密度泛函理论(DFT)系统地研究了13 -原子Au - Ag - Cu三元团簇的结构、电子和光学性质。Ag)的结果表明,结构配置11−n铜2盟n (n = 2, 3, 4, 5, 6, 7, 9), Ag) 10−n铜3盟n (n = 3、4、6、7、8、9),Ag) 8−n铜5盟n (n = 4、5、6、7),Ag) 11−n铜1 Au n (n = 8, 9), Ag) 7−n铜6盟n (n = 5、6),和Ag) 6−n铜7盟n (n = 3, 5)集群表现出不规则的结构配置,而其他三元集群展览二十面体类几何图形。在稳定性方面,基于多余能量和二阶差能,Ag 9 Cu 2 Au 2、Ag 7 Cu 2 Au 4、Ag 5 Cu 2 Au 6、Ag 3 Cu 7 Au 3、Ag 3 Cu 3 Au 7、Ag 1 Cu 9 Au 3、Ag 1 Cu 6 Au 6和Ag 1 Cu 3 Au 9团簇比相邻团簇更稳定。在电子性质方面,与纯团簇相比,所有三元团簇都表现出更小的HOMO-LUMO间隙。值得注意的是,Ag 1 Cu 7 Au 5簇具有最高的电离势和最低的电子亲和力,而Ag 8 Cu 3 Au 2簇具有相反的趋势。在光学性质方面,大多数13原子Au - Ag - Cu三元团簇相对于纯团簇表现出红移,吸收范围从可见光到近紫外区。在本文研究的Au - Ag - Cu三元簇中,Ag 6 Cu 1 Au 6簇在314.70 nm处表现出最强的吸收峰,而Ag 5 Cu 3 Au 5簇在可见光区表现出最强的吸收峰。本研究确定了影响Au - Ag - Cu三元团簇稳定性的重要因素,为未来更复杂三元团簇稳定性的研究提供了方向。光学性质的研究为Au - Ag - Cu三元团簇作为光电材料的前景提供了理论基础。
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引用次数: 0
The Sequential C2 Addition Formation Mechanism of [6,6] Fullertube C36+36+12n Series: A Theoretical Study [6,6]富勒管c36 +36+ 12n系列连续c2加成机理的理论研究
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-11 DOI: 10.1002/jcc.70274
Kexin Ma, Kai Tan, Anan Wu, Xin Lu

Stimulated by the experimental observation of fullertube [Journal of the American Chemical Society. 2020, 142, 15,614–15,623], a systematic density functional study of the structures and the growth pathway of [6] fullertube C36+36+12n series is performed. Starting from D6d(1)–C72, D6h(24)–C84 can be described as consisting of two end-caps (half of D6d(1)–C72) attached to a C12 carbon ring. Potential energy surface calculations reveal that the optimal pathway for this growth process proceeds via six sequential and directional C2 insertions involving metastable heptagonal-ring intermediates and avoiding high-energy-barrier Stone–Wales rearrangements. These findings offer critical insight into the self-assembly mechanism of fullerene-based nanostructures and establish a theoretical basis for the rational design of tunable carbon nanomaterials.

富勒管的实验观察刺激[美国化学学会杂志]。[2020, 142, 15,614-15,623],对[6]富勒管c36 +36+ 12n系列的结构和生长途径进行了系统的密度泛函研究。从d6d (1) -C 72开始,d6h (24) -C 84可以被描述为由两个端帽(d6d (1) -C 72的一半)连接到c12碳环组成。势能表面计算表明,该生长过程的最佳途径是通过六个顺序和定向的c2插入,涉及亚稳七方环中间体,并避免高能量势垒Stone-Wales重排。这些发现为富勒烯基纳米结构的自组装机制提供了重要的见解,并为合理设计可调碳纳米材料奠定了理论基础。
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引用次数: 0
On the Role of Electronic Correlation and State-Specific Environment Polarization in Singlet–Triplet Gap Inversion 电子相关和特定态环境极化在单重态-三重态隙反演中的作用
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-11 DOI: 10.1002/jcc.70267
Ester Salvi, Giacomo Agostini, Simone Veglianti, Gustavo Juliani Costa, Luca De Vico, Daniele Padula, Ciro A. Guido

Molecules characterized by an inverted singlet-triplet gap (ΔEST<0$$ Delta {E}_{mathrm{ST}}<0 $$) hold potential for optoelectronic applications. Electronic correlation and environmental polarization are key factors influencing negative ΔEST$$ Delta {E}_{mathrm{ST}} $$, and the latter is gaining attention for its possible role in “mimicking” correlation contributions to yield negative ΔEST$$ Delta {E}_{mathrm{ST}} $$. However, a comprehensive study of solvation effects on both structures and energy gaps is still lacking. In this work, we evaluate computational strategies for calculating ΔEST<0$$ Delta {E}_{mathrm{ST}}<0 $$ gaps, incorporating electronic correlation and solvent polarization in molecules exhibiting singlet-triplet inversion. Using RMS–CASPT2 as a benchmark, we demonstrate that double-hybrid density functionals and mixed-reference spin-flip TD-DFT (MRSF–TD-DFT) can partially recover electronic correlation. Furthermore, we investigate solvation effects on both singlet and triplet excited states, highlighting the limitations of linear-response schemes in continuum solvation models. We finally develop a protocol combining electronic correlation and state-specific solvent polarization using double-hybrid functionals and the Vertical Excitation Model (VEM), leveraging its Lagrangian implementation to compute structures and adiabatic energies. Applying our B2PLYP/VEM(UD) protocol to larger systems with experimentally observed negative � <

具有反向单线态-三重态间隙()特征的分子具有光电应用的潜力。电子相关和环境极化是影响负相关的关键因素,后者可能“模仿”相关贡献产生负相关而受到关注。然而,对于溶剂化对结构和能隙的影响还缺乏全面的研究。在这项工作中,我们评估了计算间隙的计算策略,将电子相关和溶剂极化结合在具有单重态-三重态反转的分子中。以RMS-CASPT2为基准,我们证明了双杂化密度泛函和混合参考自旋翻转TD - DFT (MRSF-TD - DFT)可以部分恢复电子相关性。此外,我们研究了溶剂化对单线态和三重态激发态的影响,强调了连续体溶剂化模型中线性响应方案的局限性。最后,我们利用双杂化泛函和垂直激发模型(VEM)开发了一种结合电子相关和状态特定溶剂极化的协议,利用其拉格朗日实现来计算结构和绝热能量。将我们的B2PLYP/VEM(UD)协议应用于具有实验观察到的负间隙的更大系统,我们定量地再现了实验发射和非辐射跃迁率。
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引用次数: 0
Weighted Ensemble Simulations With the Drude Polarizable Model 德鲁德极化模型的加权系综模拟
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-08 DOI: 10.1002/jcc.70264
Marcelo D. Polêto, Gabriel Monteiro da Silva, Brenda M. Rubenstein, Justin A. Lemkul

Enhanced sampling methods have become powerful techniques to investigate complex systems and rare molecular events by facilitating greater access to configurational space. In parallel, the continuous development of polarizable force fields augments such techniques, allowing the investigation of the role of electronic polarization in transitional barriers that might be overlooked in nonpolarizable simulations. Together, improved sampling methods and polarizable force fields should accelerate computational discoveries. Here, we present an implementation of a weighted ensemble strategy for the Drude polarizable force field using the WESTPA software package in conjunction with the OpenMM simulation engine. We demonstrate its use for backbone conformational sampling in a model system (alanine dipeptide) and in studying functional sidechain rotations in an enzyme (Abl1 kinase). We further discuss possible consequences related to the inclusion of explicit electronic polarization in the model. This software implementation and validation should facilitate the use of WESTPA-Drude strategies throughout the simulation community.

增强的采样方法已经成为研究复杂系统和罕见分子事件的强大技术,通过促进更大的访问构型空间。与此同时,可极化力场的不断发展增强了这些技术,允许研究电子极化在过渡势垒中的作用,这在非极化模拟中可能被忽视。改进的采样方法和极化力场将共同加速计算发现。在这里,我们使用WESTPA软件包结合OpenMM仿真引擎实现了德鲁德极化力场的加权集成策略。我们展示了它在模型系统(丙氨酸二肽)的主干构象采样和在酶(Abl1激酶)的功能侧链旋转研究中的应用。我们进一步讨论了与模型中包含显式电子极化相关的可能后果。该软件的实现和验证将有助于在整个仿真社区中使用WESTPA - Drude策略。
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引用次数: 0
Hydrogen Bond Benchmark: Focal-Point Analysis and Assessment of DFT Functionals 氢键基准:DFT泛函的焦点分析和评估
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-07 DOI: 10.1002/jcc.70265
Erica C. Mitchell, Lucas Azevedo Santos, Pascal Vermeeren, Mitchell E. Lahm, Célia Fonseca Guerra, Henry F. Schaefer III, F. Matthias Bickelhaupt

We performed a hierarchical, convergent ab initio benchmark study and systematically analyzed the performance of density functional approximations for describing hydrogen bonds in small neutral, cationic, and anionic complexes, as well as in larger systems involving amide, urea, deltamide, and squaramide moieties. Focal point analyses (FPA), extrapolating to the ab initio limit, were carried out using correlated wave function methods up to CCSDT(Q) for the small complexes and CCSD(T) for the larger systems, together with correlation-consistent Gaussian basis sets up to the complete basis set limit. Optimized geometries and vibrational frequencies were obtained at the CCSD(T) level. The resulting FPA hydrogen-bond energies converge within a few tenths of a kcal mol−1. These reference data were used to evaluate 60 density functionals (including 12 dispersion-corrected), spanning the local-density approximation (LDA), generalized gradient approximations (GGAs), meta-GGAs, hybrids, meta-hybrids, double-hybrids, and range-separated hybrids. Overall, the meta-hybrid M06-2X provides the best performance for both hydrogen bond energies and geometries, while the dispersion-corrected GGAs BLYP-D3(BJ) and BLYP-D4 also yield accurate hydrogen-bond data and can serve as cost-effective options for studying large and complex systems.

我们进行了一项分层的、收敛的从头算基准研究,并系统地分析了密度泛函近似的性能,用于描述小的中性、阳离子和阴离子配合物中的氢键,以及涉及酰胺、尿素、三角酰胺和方酰胺部分的较大体系。焦点分析(Focal point analyses, FPA),外推到从头开始的极限,使用相关波函数方法对小型复合体进行CCSDT(Q)外推,对大型系统进行CCSD(T)外推,并使用相关一致高斯基集达到完整基集极限。在CCSD(T)水平上获得了优化的几何形状和振动频率。所得的FPA氢键能收敛在千卡摩尔−1的零点几以内。这些参考数据用于评估60个密度泛函(包括12个色散校正),包括局部密度近似(LDA)、广义梯度近似(GGAs)、元- GGAs、杂交、元-杂交、双杂交和距离分离杂交。总的来说,meta - hybrid M06 - 2X在氢键能和几何形状方面都提供了最好的性能,而色散校正的GGAs BLYP - D3(BJ)和BLYP - D4也能产生准确的氢键数据,可以作为研究大型复杂系统的成本效益选择。
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引用次数: 0
Grand-Canonical DFT Study of Potential-Induced Charge Redistribution at the Metal/Graphene/Electrolyte Interface 金属/石墨烯/电解质界面电位诱导电荷重分布的大正则DFT研究。
IF 4.8 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-03 DOI: 10.1002/jcc.70262
Dmitry V. Gordienko, Vitaly A. Kislenko, Sergey V. Pavlov, Sergey A. Kislenko

Metal/graphene heterostructures are of great interest for use in electrocatalysis, electrochemical biosensors and graphene electrografting, making it important to understand the charge redistribution features at the metal/graphene/electrolyte interface to explain and predict their electrochemical properties. In this work, using grand-canonical DFT, the charge distribution in few-layer graphene supported on Au and Pt substrates is obtained as a function of the electrode potential and the number of graphene layers. It is shown that graphene coating on the metal surface shifts the potential of zero charge towards more negative values. A phenomenological model for describing charge distribution in the studied systems is proposed and parameterized based on DFT calculations. It can be used as a charge model for the force field intended for MD simulation of electrolytes near the electrified metal/graphene heterostructures at a fixed potential relative to the standard hydrogen electrode. The results can be used for explaining, predicting and optimizing electrochemical catalysts and biosensors based on the metal/graphene heterostructures.

金属/石墨烯异质结构在电催化、电化学生物传感器和石墨烯电接枝等领域有着广泛的应用,因此了解金属/石墨烯/电解质界面上的电荷再分配特征对于解释和预测其电化学性质非常重要。在这项工作中,利用大正则DFT,得到了在Au和Pt衬底上支撑的少层石墨烯中的电荷分布作为电极电位和石墨烯层数的函数。结果表明,金属表面的石墨烯涂层使零电荷的电位向更负的值移动。提出了一种描述所研究系统中电荷分布的现象学模型,并基于DFT计算进行了参数化。它可以作为电场的电荷模型,用于在相对于标准氢电极的固定电位下带电金属/石墨烯异质结构附近的电解质的MD模拟。研究结果可用于解释、预测和优化基于金属/石墨烯异质结构的电化学催化剂和生物传感器。
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引用次数: 0
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