Evidence map›Paper›PMID 41677510›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Lennard-Jones Parameter Fitting for Gold/Water Interaction Based on Structural Analysis: A QM, MM, and QM/MM Study.

Pere Bancells I Blazquez, Federico Nicolás Pedron, Anthoni Alcaraz Torres, Elizane Efigenia de Moraes, Ivan Cole, Ernane de Freitas Martins

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Article in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Pere Bancells I BlazquezCatalan Institute of Nanoscience and Nanotechnology-ICN2 (CSIC and BIST), 08193 Bellaterra, Barcelona, Spain.ORCID 0009-0009-9920-5084
Federico Nicolás PedronCatalan Institute of Nanoscience and Nanotechnology-ICN2 (CSIC and BIST), 08193 Bellaterra, Barcelona, Spain.ORCID 0000-0002-9011-2895
Anthoni Alcaraz TorresCatalan Institute of Nanoscience and Nanotechnology-ICN2 (CSIC and BIST), 08193 Bellaterra, Barcelona, Spain.ORCID 0000-0001-9957-129X
Elizane Efigenia de MoraesInstituto de Física, Universidade Federal da Bahia, Salvador 40210-340, Bahia, Brazil.ORCID 0000-0001-5208-2835
Ivan ColeSchool of Engineering, Australian National University (ANU), Canberra, ACT 2601, Australia.ORCID 0000-0001-6582-1457
Ernane de Freitas MartinsCatalan Institute of Nanoscience and Nanotechnology-ICN2 (CSIC and BIST), 08193 Bellaterra, Barcelona, Spain.ORCID 0000-0002-3892-4693

Funding

European Union's Horizon 2020 Grant 101093374ICN2 Severo Ochoa award CEX2021-001214-SNFFA-Europe Pilot Transnational Access Facility 101007417, in proposals ID801, ID548, and ID900Red Española de Supercomputación QHS-2021-3-0022, QHS-2022-1-0030, QHS-2022-2-0035, QHS-2022-3-0030, QHS-2024-2-0035, and QHS-2024-3-0022Spanish MCIN/AEI/10.13039/501100011033 PID2022-139776NB-C62 and PCI2022-134972-2
6 · The paper itself

Abstract

The interaction between water and metallic interfaces is crucial in many fields, and accurate modeling requires good parametrizations using reference data. In classical molecular dynamics (MD), an important part of this interaction is described using the Lennard-Jones (LJ) potential. However, previously reported LJ parameters are not always optimal for capturing the metal/water interactions observed in ab initio descriptions such as density functional theory (DFT). Therefore, well-tailored LJ parameters are necessary to improve the description of water structuring metals in classical MD. The usual route for obtaining LJ parameters involves energetic analysis, where the energies of various structures are obtained via DFT calculations and then matched with the energies obtained using the LJ potentials by varying the sigma/epsilon parameters. Here, we show a different approach to fit LJ parameters for metal/water interactions, based on structural analysis. We report several classical MD simulations for gold/water, varying the sigma/epsilon parameters, comparing the resulting water structuring with that obtained using DFT. Additionally, we test these parameters in quantum mechanics/molecular mechanics (QM/MM) MD simulations, where electrostatic interactions are enabled. Our results demonstrate that the proposed approach can improve the LJ parameters reported in the literature and potentially develop parameters for more complex systems where the water structure above metallic surfaces plays a significant role. Finally, within this proposed approach, the water density profile obtained in hybrid QM/MM calculations, where water is treated as MM at a substantially reduced cost, closely matches the description it would have if treated as QM.

Indexed as

classical MDDFTfittinginterfacesLennard–Jonesmolecular modelingQM/MM

Identifiers

PMID41677510
PMCPMC12899789

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