Publications

See Google Scholar. Asterisk (*) denotes corresponding authors. Ampersand (&) denotes equal contribution.

2025

  1. 2025-03-1.png
    A practical guide to machine learning interatomic potentials – Status and future
    Ryan Jacobs, Dane Morgan, Siamak Attarian, Jun Meng, Chen Shen, and 25 more authors
    Current Opinion in Solid State and Materials Science, Mar 2025
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    Force-Field Benchmark for Polydimethylsiloxane: Density, Heat Capacity, Isothermal Compressibility, Viscosity and Thermal Conductivity
    Zhirui Xiang, Chao Gao, Teng Long, Lifeng Ding, Tianhang Zhou, and 1 more author
    The Journal of Physical Chemistry B, Feb 2025
    PMID: 39895120
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    Field-Induced Polarization Rotation in Order–Disorder (K,Na)NbO3-Based Ferroelectrics
    Mao-Hua Zhang, Hao-Cheng Thong, Bo Jiang, Nan Zhang, Changhao Zhao, and 8 more authors
    Advanced Materials, Feb 2025
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    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 nitrogen compounds over dual Cu-based N-doped carbon catalyst
    Tianhang Zhou, Chen Shen, Zhenghao Wu, Xingying Lan, and Yi Xiao
    Journal of Energy Chemistry, Feb 2025

2024

  1. Ind. Eng. Chem. Res.
    2024-04-05-IECR.jpeg
    Understanding the Interfacial and Self-Assembly Behavior of Multiblock Copolymers for Developing Compatibilizers toward Mechanical Recycling of Polymer Blends
    Tianhang Zhou, Xiaoqi Ning, Zhenghao Wu, Xingying Lan, and Chunming Xu
    Industrial & Engineering Chemistry Research, Apr 2024
  2. JPC
    2024-04-11-JCP2024.png
    Characterizing the shear response of polymer-grafted nanoparticles
    Arman Moussavi, Subhadeep Pal, Zhenghao Wu, and Sinan Keten
    The Journal of Chemical Physics, Apr 2024
  3. JCTC
    2023-12-11-JCTC2023.png
    Structural Coarse-Graining via Multiobjective Optimization with Differentiable Simulation
    Zhenghao Wu, and Tianhang Zhou
    Journal of Chemical Theory and Computation, Mar 2024

2023

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    人工智能驱动化学品创新设计的实践与展望
    Jul 2023
  2. Macromolecules
    2023-03-13-Macro2023.png
    Implicit Chain Particle Model for Polymer-Grafted Nanoparticles
    Zhenghao Wu, Subhadeep Pal, and Sinan Keten
    Macromolecules, May 2023
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    Learning pair potentials using differentiable simulations
    Wujie Wang, Zhenghao Wu, Johannes C. B. Dietschreit, and Rafael Gómez-Bombarelli
    The Journal of Chemical Physics, Jan 2023
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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, and 2 more authors
    Aug 2023
    arXiv:2210.07237 [physics]

2022

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    Compatibilization Efficiency of Graft Copolymers in Incompatible Polymer Blends: Dissipative Particle Dynamics Simulations Combined with Machine Learning
    Tianhang Zhou, Dejian Qiu, Zhenghao Wu, Simon A. N. Alberti, Saientan Bag, and 7 more authors
    Macromolecules, Sep 2022
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    Boron-modified perhydropolysilazane towards facile synthesis of amorphous SiBN ceramic with excellent thermal stability
    Ying Zhan, Wei Li, Tianshu Jiang, Claudia Fasel, Emmanuel Ricohermoso, and 7 more authors
    Journal of Advanced Ceramics, Jul 2022
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    Slip-Spring Hybrid Particle-Field Molecular Dynamics for Coarse-Graining Branched Polymer Melts: Polystyrene Melts as an Example
    Zhenghao Wu, and Florian Müller-Plathe
    Journal of Chemical Theory and Computation, Jun 2022
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    How Ethanolic Disinfectants Disintegrate Coronavirus Model Membranes: A Dissipative Particle Dynamics Simulation Study
    Tianhang Zhou, Zhenghao Wu, Shubhadip Das, Hossein Eslami, and Florian Müller-Plathe
    Journal of Chemical Theory and Computation, Apr 2022

2021

  1. JCC
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    Atomistic hybrid particle-field molecular dynamics combined with slip-springs: Restoring entangled dynamics to simulations of polymer melts
    Zhenghao Wu, Andreas Kalogirou, Antonio De Nicola, Giuseppe Milano, and Florian Müller-Plathe
    Journal of Computational Chemistry, Jan 2021
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    Effect of Defects on the Interfacial Thermal Conductance between n -Heneicosane in Solid and Liquid Phases and a Graphene Monolayer
    Tianhang Zhou, Hari Krishna Chilukoti, Zhenghao Wu, and Florian Müller-Plathe
    The Journal of Physical Chemistry C, Jul 2021
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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, and Florian Müller-Plathe
    Journal of Chemical Theory and Computation, Jan 2021
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    Helically Intersected Conductive Network Design for Wearable Electronic Devices: From Theory to Application
    Yijun Li, Kailin Zhang, Qiang Geng, Min Nie, Qi Wang, and 3 more authors
    ACS Applied Materials & Interfaces, Mar 2021
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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, Jun 2021
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    Knotting behaviour of polymer chains in the melt state for soft-core models with and without slip-springs
    Zhenghao Wu, Simon A N Alberti, Jurek Schneider, and Florian Müller-Plathe
    Journal of Physics: Condensed Matter, Jun 2021
  7. 2021-10-08-Macro2021.jpeg
    Compatibilization Efficiency of Additives in Homopolymer Blends: A Dissipative Particle Dynamics Study
    Tianhang Zhou, Jurek Schneider, Zhenghao Wu, and Florian Müller-Plathe
    Macromolecules, Oct 2021
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    The role of the envelope protein in the stability of a coronavirus model membrane against an ethanolic disinfectant
    Shubhadip Das, Melissa K. Meinel, Zhenghao Wu, and Florian Müller-Plathe
    The Journal of Chemical Physics, Jun 2021