Han Liu

9PUBLICATIONS
14CO-AUTHORS
Polymers and plasticsCondensed matter modelling and density functional theoryAdversarial machine learningMicroelectromechanical systems (MEMS)Mathematical aspects of general relativity
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Publications (9)

|Sep 13, 2025
Energy Landscape-Guided Virtual Screening of Side-Chain Engineering in Polymer Dynamics Design.

Han Liu, Sen Meng, Liantang Li

|Jun 18, 2025
Simulation of the Cation Solvation Structure of the Electrolyte in Separator Nanopores of a Lithium Ion Battery.

Dan-Yang Zhao, Shengyang Zhou, Yan-Fei Huang

|Feb 26, 2025
Predicting Stress-Strain Curve with Confidence: Balance Between Data Minimization and Uncertainty Quantification by a Dual Bayesian Model.

Tianyi Li, Zhengyuan Chen, Zhen Zhang

|Jan 25, 2024
De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning.

Han Liu, Liantang Li, Zhenhua Wei

|Sep 17, 2023
Rapid inverse design of metamaterials based on prescribed mechanical behavior through machine learning.

Chan Soo Ha, Desheng Yao, Zhenpeng Xu

|Jun 29, 2023
Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator.

Han Liu, Zijie Huang, Samuel S Schoenholz

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Frequent Collaborators

4 joint publications

Mathieu Bauchy

2 joint publications

Morten M Smedskjaer

2 joint publications

Gan-Ji Zhong

1 joint publications

Søren S Sørensen