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Zhenghao Wu

Assistant Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20212024

Research activity per year

Personal profile

Personal profile

Zhenghao Wu is currently a faculty member in Chemistry Department at Xian Jiaotong Liverpool University, Suzhou.Zhenghao was a postdoctoral scholar working with Prof. Sinan Keten at Northwestern University, United States. Zhenghao received his Ph.D. in Theoretical Physical Chemistry at TU-Darmstadt, Germany, in late 2021, where he worked with Prof. Florian Müller-Plathe. Zhenghao obtained his M.S. from School of Polymer Science and Polymer Engineering at the University of Akron, United States, where he was advised by Prof. David Simmons. Zhenghao obtained his B.S. at Soochow University, China.Zhenghaos research interests are developing data-driven and theory-based multi-scale molecular simulation methods, especially for macromolecules (e.g., proteins and polymers), to solve real-world problems in health such as drug discovery and materials such as sustainable plastics.- Coarse-graining theory and methods for molecular simulations of soft matter- Differentiable molecular dynamics and neural network potentials- Machine learning for forward and inverse design of polymeric materialsFor latest publication: https://scholar.google.com/citations?hl=enuser=wo1zj5kAAAAJview_op=list_workssortby=pubdate

Research interests

Machine learning for forward and inverse design of polymeric materials

Differentiable molecular dynamics and neural network potentials

Coarse-graining theory and methods for molecular simulations of soft matter;

Experience

Assistant Professor, XJTLU, 2023-present

Postdoctoral Fellow, Civil and Environmental Engineering, Northwestern University, United States, 2021-2023

Education/Academic qualification

Dr. rer. nat. Theoretical Chemistry, Technischen Universität Darmstadt, Germany, 2018-2021

M.S. Polymer Engineering, The University of Akron, United States, 2016-2018

B.S. Chemical Engineering, Soochow University, China, 2013-2017

Person Types

  • Staff

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