Forces are not enough: Benchmark and critical evaluation for machine learning force fields with molecular simulations X Fu, Z Wu, W Wang, T Xie, S Keten, R Gomez-Bombarelli, T Jaakkola Transactions on Machine Learning Research (TMLR), 2022 | 194 | 2022 |
Sequence-engineering polyethylene–polypropylene copolymers with high thermal conductivity using a molecular-dynamics-based genetic algorithm T Zhou, Z Wu, HK Chilukoti, F Müller-Plathe Journal of Chemical Theory and Computation 17 (6), 3772-3782, 2021 | 38 | 2021 |
Learning pair potentials using differentiable simulations W Wang, Z Wu, JCB Dietschreit, R Gómez-Bombarelli The Journal of Chemical Physics 158 (4), 2023 | 30 | 2023 |
Combination of hybrid particle-field molecular dynamics and slip-springs for the efficient simulation of coarse-grained polymer models: Static and dynamic properties of … Z Wu, G Milano, F Müller-Plathe Journal of Chemical Theory and Computation 17 (1), 474-487, 2021 | 29 | 2021 |
Boron-modified perhydropolysilazane towards facile synthesis of amorphous SiBN ceramic with excellent thermal stability Y Zhan, W Li, T Jiang, C Fasel, E Ricohermoso III, J Bernauer, Z Yu, Z Wu, ... Journal of Advanced Ceramics 11 (7), 1104-1116, 2022 | 26 | 2022 |
Helically intersected conductive network design for wearable electronic devices: from theory to application Y Li, K Zhang, Q Geng, M Nie, Q Wang, Z Huang, Z Wu, L Pi ACS Applied Materials & Interfaces 13 (9), 11480-11488, 2021 | 15 | 2021 |
Atomistic hybrid particle‐field molecular dynamics combined with slip‐springs: Restoring entangled dynamics to simulations of polymer melts Z Wu, A Kalogirou, A De Nicola, G Milano, F Müller‐Plathe Journal of Computational Chemistry 42 (1), 6-18, 2021 | 15 | 2021 |
Compatibilization efficiency of graft copolymers in incompatible polymer blends: Dissipative particle dynamics simulations combined with machine learning T Zhou, D Qiu, Z Wu, SAN Alberti, S Bag, J Schneider, J Meyer, JA Gámez, ... Macromolecules 55 (17), 7893-7907, 2022 | 13 | 2022 |
Implicit chain particle model for polymer-grafted nanoparticles Z Wu, S Pal, S Keten Macromolecules 56 (9), 3259-3271, 2023 | 12 | 2023 |
Compatibilization efficiency of additives in homopolymer blends: a dissipative particle dynamics study T Zhou, J Schneider, Z Wu, F Müller-Plathe Macromolecules 54 (20), 9551-9564, 2021 | 11 | 2021 |
Knotting behaviour of polymer chains in the melt state for soft-core models with and without slip-springs Z Wu, SAN Alberti, J Schneider, F Müller-Plathe Journal of Physics: Condensed Matter 33 (24), 244001, 2021 | 11 | 2021 |
How Ethanolic Disinfectants Disintegrate Coronavirus Model Membranes: A Dissipative Particle Dynamics Simulation Study T Zhou, Z Wu, S Das, H Eslami, F Müller-Plathe Journal of Chemical Theory and Computation 18 (4), 2597-2615, 2022 | 10 | 2022 |
The role of the envelope protein in the stability of a coronavirus model membrane against an ethanolic disinfectant S Das, MK Meinel, Z Wu, F Müller-Plathe The Journal of Chemical Physics 154 (24), 2021 | 9 | 2021 |
Slip-Spring Hybrid Particle-Field Molecular Dynamics for Coarse-Graining Branched Polymer Melts: Polystyrene Melts as an Example Z Wu, F Müller-Plathe Journal of Chemical Theory and Computation 18 (6), 3814-3828, 2022 | 6 | 2022 |
Effect of Defects on the Interfacial Thermal Conductance between n-Heneicosane in Solid and Liquid Phases and a Graphene Monolayer T Zhou, HK Chilukoti, Z Wu, F Müller-Plathe The Journal of Physical Chemistry C 125 (25), 14149-14162, 2021 | 6 | 2021 |
Structural Coarse-Graining via Multiobjective Optimization with Differentiable Simulation Z Wu, T Zhou Journal of Chemical Theory and Computation 20 (6), 2605–2617, 2024 | 5 | 2024 |
Characterizing the shear response of polymer-grafted nanoparticles A Moussavi, S Pal, Z Wu, S Keten The Journal of Chemical Physics 160 (13), 2024 | 3 | 2024 |
人工智能驱动化学品创新设计的实践与展望 吴正浩, 周天航, 蓝兴英, 徐春明 化工进展 42 (8), 3910-3916, 2023 | 3* | 2023 |
Tuning the interfacial reaction environment via pH-dependent and induced ions to understand C–N bonds coupling performance in NO3− integrated CO2 reduction to carbon and … T Zhou, C Shen, Z Wu, X Lan, Y Xiao Journal of Energy Chemistry 100, 273-285, 2025 | 2 | 2025 |
Understanding the Interfacial and Self-Assembly Behavior of Multiblock Copolymers for Developing Compatibilizers toward Mechanical Recycling of Polymer Blends T Zhou, X Ning, Z Wu, X Lan, C Xu Industrial & Engineering Chemistry Research 63 (15), 6766-6773, 2024 | 2 | 2024 |