Chi-Hua Yu

Materials Science · Physical Sciences

11h-index777citations17works0.52yr avg
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Research Topics

Machine Learning in Materials Science(5), Advanced ceramic materials synthesis(3), Metal and Thin Film Mechanics(3), Force Microscopy Techniques and Applications(2), Nuclear Materials and Properties(2)

Publications17 total

Feasible-machining-area mapping through AI for bandsawing
Results in Engineering·2025· 1 citedOpen Access
Deep Learning Approach to Decode Blood Glucose Levels from Photoplethysmography
SSRN Electronic Journal·2024Open Access
Micromechanical study of strengthening mechanisms for Ti65(AlCrNb)35 medium-entropy alloy
Intermetallics·2021· 11 cited
End-to-end deep learning method to predict complete strain and stress tensors for complex hierarchical composite microstructures
Journal of the Mechanics and Physics of Solids·2021· 137 cited
Deep learning model to predict fracture mechanisms of graphene
npj 2D Materials and Applications·2021· 79 citedOpen Access
Tuning Mechanical Properties in Polycrystalline Solids Using a Deep Generative Framework
Advanced Engineering Materials·2020· 26 cited
Using Deep Learning to Predict Fracture Patterns in Crystalline Solids
Matter·2020· 158 citedOpen Access
Sounds interesting: can sonification help us design new proteins?
Expert Review of Proteomics·2019· 25 cited
Artificial intelligence design algorithm for nanocomposites optimized for shear crack resistance
Nano Futures·2019· 100 cited
A Self-Consistent Sonification Method to Translate Amino Acid Sequences into Musical Compositions and Application in Protein Design Using Artificial Intelligence
ACS Nano·2019· 126 cited
Micromechanics Modeling of Creep Fracture of High-Temperature Ceramics
2019· 1 cited
Nanoindentation and Indentation Size Effects: Continuum Model and Atomistic Simulation
2019· 2 cited
Self-Folding Hybrid Graphene Skin for 3D Biosensing
Nano Letters·2018· 62 cited
Semi-analytical solution for the generalized absorbing boundary condition in molecular dynamics simulations
Computational Mechanics·2017· 4 cited
Friction Coefficient Calculation and Mechanism Analysis for MoS2 Nanoparticle from Molecular Dynamics Simulation
Procedia Engineering·2014· 17 citedOpen Access
A micromechanics study of competing mechanisms for creep fracture of zirconium diboride polycrystals
Journal of the European Ceramic Society·2013· 11 cited
Effects of grain boundary heterogeneities on creep fracture studied by rate-dependent cohesive model
Engineering Fracture Mechanics·2012· 17 cited

Frequent Co-authors

Markus J. Buehler(8), Chuin‐Shan Chen(6), Yu-Chuan Hsu(4), Zhao Qin(3), Chang-Wei Huang(3), Chun‐Hway Hsueh(3), Yanfei Gao(2), Zhenze Yang(1), Kai Guo(1), Francisco J. Martín‐Martínez(1), Andrew J. Lew(1), Weinan Xu(1), Santosh Kumar Paidi(1), Qi Huang(1), Jayson V. Pagaduan(1), Ishan Barman(1), David H. Gracias(1), Sebastian L. Franjou(1), Mario Milazzo(1), Hong-Jhou Cian(1)