Yu-Chuan Hsu

About Yu-Chuan Hsu

Yu-Chuan Hsu, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Materials Science, Computational Mechanics, Multiscale Modeling.

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

Learning from Nature to Achieve Material Sustainability: Generative AI for Rigorous Bio-Inspired Materials Design

DyFraNet: Forecasting and backcasting dynamic fracture mechanics in space and time using a 2D-to-3D deep neural network

Generative multiscale analysis of de novo proteome-inspired molecular structures and nanomechanical optimization using a VoxelPerceiver transformer model

Generative design, manufacturing, and molecular modeling of 3D architected materials based on natural language input

Deep learning model to predict fracture mechanisms of graphene

Tuning mechanical properties in polycrystalline solids using a deep generative framework

Using deep learning to predict fracture patterns in crystalline solids

Yu-Chuan Hsu Information

University

Position

/ National Taiwan University

Citations(all)

198

Citations(since 2020)

197

Cited By

15

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Yu-Chuan Hsu Skills & Research Interests

Machine Learning

Materials Science

Computational Mechanics

Multiscale Modeling

Top articles of Yu-Chuan Hsu

Learning from Nature to Achieve Material Sustainability: Generative AI for Rigorous Bio-Inspired Materials Design

2024/3/27

DyFraNet: Forecasting and backcasting dynamic fracture mechanics in space and time using a 2D-to-3D deep neural network

APL Machine Learning

2023/6/1

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

Generative multiscale analysis of de novo proteome-inspired molecular structures and nanomechanical optimization using a VoxelPerceiver transformer model

Journal of the Mechanics and Physics of Solids

2023/1/1

Zhenze Yang
Zhenze Yang

H-Index: 2

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

Generative design, manufacturing, and molecular modeling of 3D architected materials based on natural language input

APL Materials

2022/4/1

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

Zhenze Yang
Zhenze Yang

H-Index: 2

Deep learning model to predict fracture mechanisms of graphene

npj 2D Materials and Applications

2021/4/30

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

Tuning mechanical properties in polycrystalline solids using a deep generative framework

Advanced Engineering Materials

2021/4

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

Using deep learning to predict fracture patterns in crystalline solids

Matter

2020/7/1

Yu-Chuan Hsu
Yu-Chuan Hsu

H-Index: 2

See List of Professors in Yu-Chuan Hsu University(Massachusetts Institute of Technology)

Co-Authors

academic-engine