ProfessorsProfessors of University of California, BerkeleyChun-Teh Chen

Chun-Teh Chen

University of California, Berkeley

H-index: 18

North America-United States

About Chun-Teh Chen

Chun-Teh Chen, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Computational mechanics, Multiscale modeling, Materials design, Inverse problems, Machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Physics‐informed deep‐learning for elasticity: forward, inverse, and mixed problems

Mechanically and electrically biocompatible hydrogel ionotronic fibers for fabricating structurally stable implants and enabling noncontact physioelectrical modulation

Learning hidden elasticity with deep neural networks

Mechanical Training‐Driven Structural Remodeling: A Rational Route for Outstanding Highly Hydrated Silk Materials

Generative deep neural networks for inverse materials design using backpropagation and active learning

2020 MRS Communications Lecture: Machine learning for composite materials

Nano-topology optimization for materials design with atom-by-atom control

Chun-Teh Chen Information

University	University of California, Berkeley
Position	___
Citations(all)	3039
Citations(since 2020)	2555
Cited By	1358
hIndex(all)	18
hIndex(since 2020)	18
i10Index(all)	21
i10Index(since 2020)	21
Email	Access Email
University Profile Page	University of California, Berkeley
Google Scholar	View Google Scholar Profile

Chun-Teh Chen Skills & Research Interests

Computational mechanics

Multiscale modeling

Materials design

Inverse problems

Machine learning

Top articles of Chun-Teh Chen

Title	Journal	Author(s)	Publication Date
Physics‐informed deep‐learning for elasticity: forward, inverse, and mixed problems	Advanced Science	Chun‐Teh Chen Grace X Gu	2023/6
Mechanically and electrically biocompatible hydrogel ionotronic fibers for fabricating structurally stable implants and enabling noncontact physioelectrical modulation	Materials Horizons	Zhihao Chen Taiwei Zhang Chun-Teh Chen Shuo Yang Zhuochen Lv ...	2022
Learning hidden elasticity with deep neural networks	Proceedings of the National Academy of Sciences	Chun-Teh Chen Grace X Gu	2021/8/3
Mechanical Training‐Driven Structural Remodeling: A Rational Route for Outstanding Highly Hydrated Silk Materials	Small	Ting Shu Zhuochen Lv Chun‐Teh Chen Grace X Gu Jing Ren ...	2021/8
Generative deep neural networks for inverse materials design using backpropagation and active learning	Advanced Science	Chun‐Teh Chen Grace X Gu	2020/3
2020 MRS Communications Lecture: Machine learning for composite materials		Chun-Teh Chen Grace X Gu	2020/10/23
Nano-topology optimization for materials design with atom-by-atom control	Nature communications	Chun-Teh Chen Daryl C Chrzan Grace X Gu	2020/7/27