I am a postdoctoral scholar working with Prof. Sinan Keten at Northwestern University, United States.
I received my Ph.D. in Theoretical Physical Chemistry at TU-Darmstadt, Germany, in late 2021, where I worked with Prof. Florian Müller-Plathe. My graduate study was supported by Deutsche Forschungsgemeinschaft via the SFB-TRR 146 "Multiscale Simulation Methods for Soft Matter Systems". I obtained my M.S. from School of Polymer Science and Polymer Engineering at the University of Akron, United States, where I was advised by Prof. David Simmons. I did my B.S. at Soochow University, China.
My research interests are in Soft Matter; Chemical Theory and Computation; Computational Materials Science and Mechanics; Interpretable Machine Learning; Statistical Mechanics. Broadly, I'm interested in developing advanced molecular simulation methods to solve real-world problems.
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Implicit Chain Particle Model for Polymer Grafted Nanoparticles
Zhenghao Wu, Subhadeep Pal, Sinan Keten
Macromolecules (accepted)
2023-03
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Forces are not enough: Benchmark and critical evaluation for machine learning force fields with molecular simulations
Xiang Fu*, Zhenghao Wu, Wujie Wang, Tian Xie, Sinan Keten, Rafael Gomez-Bombarelli, Tommi Jaakkola
Submitted
2022-10
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Learning pair potentials using differentiable simulations
Wujie Wang†, Zhenghao Wu†, Johannes Dietschreit, Rafael Gomez-Bombarelli*
Journal of Chemical Physics
2022-09
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Slip-Spring Hybrid Particle-Field Molecular Dynamics for Coarse-Graining Branched Polymer Melts: Polystyrene Melts as an Example
Zhenghao Wu, Florian Müller-Plathe*
Journal of Chemical Theory and Computation
2022-05
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Sequence-engineering polyethylene–polypropylene copolymers with high thermal conductivity using a molecular-dynamics-based genetic algorithm
Tianhang Zhou†, Zhenghao Wu†*, Hari Krishna Chilukoti, and Florian Müller-Plathe
Journal of Chemical Theory and Computation
2021-05
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Combination of Hybrid Particle-Field Molecular Dynamics and Slip-Springs for the Efficient Simulation of Coarse-Grained Polymer Models: Static and Dynamic Properties of Polystyrene Melts
Zhenghao Wu, Giuseppe Milano, Florian Müller-Plathe*
Journal of Chemical Theory and Computation
2020-12
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