Concepedia

Chi-Hua Yu

CY

Statistics

Publications

12

Citations

769

H-Index

11

Active since

2012

Affiliations

Massachusetts Institute of Technology(Current)

National Cheng Kung University

National Taiwan University

Chung Yuan Christian University

University of Tennessee at Knoxville

Chi-Hua Yu is an author at Massachusetts Institute of Technology specializing in engineering, materials science, and mechanics of materials.

Top concepts

EngineeringMaterial ScienceMechanics Of MaterialsMechanical EngineeringMicrostructureSolid MechanicsMolecular DynamicsMechanical BehaviorPlasticityDeep Learning

Publications per year

2012–2021

12

Publications

12

Using Deep Learning to Predict Fracture Patterns in Crystalline Solids

Yu-Chuan Hsu, Chi-Hua Yu, Markus J. Buehler · Matter · 2020 · 158 citations · Full text

Materials Science, Engineering, Microstructure +10

End-to-end deep learning method to predict complete strain and stress tensors for complex hierarchical composite microstructures

Zhenze Yang, Chi-Hua Yu, Kai Guo et al. · Journal of the Mechanics and Physics of Solids · 2021 · 137 citations

Materials Science, Engineering, Multiscale Mechanics +9

A Self-Consistent Sonification Method to Translate Amino Acid Sequences into Musical Compositions and Application in Protein Design Using Artificial Intelligence

Chi-Hua Yu, Zhao Qin, Francisco J. Martín‐Martínez et al. · ACS Nano · 2019 · 126 citations

Artificial intelligence design algorithm for nanocomposites optimized for shear crack resistance

Chi-Hua Yu, Zhao Qin, Markus J. Buehler · Nano Futures · 2019 · 100 citations

Artificial Intelligence, Engineering, Machine Learning +20

Deep learning model to predict fracture mechanisms of graphene

Andrew J. Lew, Chi-Hua Yu, Yu-Chuan Hsu et al. · npj 2D Materials and Applications · 2021 · 79 citations · Full text

Abstract Understanding Fracture, Nanosheet, Engineering +17

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