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<field name="value">Gutiérrez Vega, Alberto</field>
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<field name="value">Aparicio Martínez, Santiago</field>
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<field name="value">Pekarovicova, Alexandra</field>
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<field name="value">Wu, Qingliu</field>
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<field name="value">Atilhan, Mert</field>
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<field name="value">2026-09-08T12:25:47Z</field>
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<field name="value">2026-09-08T12:25:47Z</field>
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<field name="value">2023-07</field>
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<field name="value">0021-9606</field>
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<field name="value">1089-7690</field>
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<field name="value">This study investigates the behavior of two different mixtures of monomers of polyvinylpyrrolidone (PVP)-based battery binders, polyvinylpyrrolidone:polyvinylidene difluoride (PVP:PVDF) and polyvinylpyrrolidone:polyacrylic acid (PVP:PAA), at graphene and graphite interfaces using classical molecular dynamics simulations. The aim is to identify the best performing monomer binder blend and carbon-based material for the design of battery-optimized energy devices. The PVP:PAA monomer binder blend and graphite are found to have the best interaction energies, densification upon adsorption, and more ordered structure. The adsorption of both monomer binder blends is strongly guided by the higher affinity of PVP and PAA monomeric molecules for the surfaces compared to PVDF. The structure of adsorbed layers of PVP:PVDF monomer binder blend on graphene and graphite develops more quickly than PVP:PAA, indicating faster kinetics. This study complements a previous density functional theory study recently reported by our group and contributes to a better understanding of the nanoscopic features of relevant interfacial regions involving mixtures of monomers of PVP-based battery binders and different carbon-based materials. The effect of a blend of commonly used monomer binders on carbon-based materials is essential for obtaining tightly bound anode and cathode active materials in lithium-ion batteries, which is crucial for designing battery-optimized energy devices.</field>
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<field name="value">This study is based upon work supported by the U.S. Department of Energy’s Office on Energy Efficiency and Renewable Energy (EERE) under the Advanced Manufacturing Office, Award No. DE-EE0009111. We also acknowledge the European Union NextGenerationEU/PRTR funds. This work was also supported through computational resources and services provided by the Institute for Cyber-Enabled Research at Michigan State University and SCAYLE (Supercomputación Castilla y León, Spain). The statements made herein are solely the responsibility of the authors.</field>
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<field name="value">Journal of Chemical Physics. 2023, V. 159, n.  4, art. 044708</field>
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<field name="value">https://doi.org/10.1063/5.0152997</field>
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<field name="value">Density functional theory</field>
<field name="value">Molecular dynamics</field>
<field name="value">Knowledge representation</field>
<field name="value">Graphene</field>
<field name="value">Carbon based materials</field>
<field name="value">Electrolytes</field>
<field name="value">Interfacial properties</field>
<field name="value">Batteries</field>
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<field name="value">Molecular dynamics study on the interfacial properties of mixtures of monomers of polyvinylpyrrolidone (PVP)-based battery binders on graphene and graphite surfaces</field>
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