Department of Engineering Science, NCKU

Main site navigation

Yu, Chi-Hua Assistant Professor
Introduction
Yu, Chi-Hua photo
Name:
Yu, Chi-Hua
Title:
Assistant Professor
Education:
Ph. D. National Taiwan University
TEL ext:
63332
Email:
jonnyyu@gs.ncku.edu.tw
Achievement:
Research NCKU
Laboratory:
Laboratory for Artificial Intelligence and Multiscale Modeling
Expertise:
Artificial Intelligence, Multiscale modeling, Fracture Mechanics, Materials by Design, Computational Mechanic, Bio-inspired structural materials, Biomaterials
Experience
Date
Title
Journal
  1. Zhenze Yang, Chi-Hua Yu, Markus J. Buehler (2021, Apr). Deep Learning Model to Predict Complex Stress and Strain Fields in Hierarchical Composites . Science Advances.
  2. C-Y. Hsu, C-H. Yu, M. J. Buehler (2021). Tuning Mechanical Properties in Polycrystalline Solids Using a Deep Generative Framework. Advanced Engineering Materials. MOST 109-2222-E-006-005-MY2.
  3. K. Guo, Z. Yang, C-H. Yu, M. J. Buehler (2021). Artificial Intelligence and Machine Learning in Design of Mechanical Materials. Materials Horizons. MOST 109-2222-E-006-005-MY2.
  4. Sebastian Louis Franjou, Mario Milazzo, Chi-Hua Yu and Markus J Buehler (2020, Nov). A perspective on musical representations of folded protein nanostructures. Nano Futures. MOST 109-2222-E-006-005-MY2.
  5. Chi-Hua Yu, Markus J. Buehler (2020). Sonification based de novo protein design using artificial intelligence, structure prediction, and analysis using molecular modeling. APL Bioengineering.本人為第一作者
  6. Yu-Chan Hsu, Chi-Hua Yu, Markus J. Buehler (2020). Using Deep Learning to Predict Fracture Patterns in Crystalline Solids. Matter.
  7. Chi-Hua Yu, Zhao Qin, Francisco J. Martin-Martinez, Markus J. Buehler (2019). A Self-Consistent Sonification Method to Translate Amino Acid Sequences into Musical Compositions and Application in Protein Design Using Artificial Intelligence. ACS Nano. 本人為第一作者
  8. Sebastian L. Franjou, Mario Milazzo, Chi-Hua Yu, Markus J. Buehler (2019). Sounds interesting: can sonification help us design new proteins?. Expert Review of Proteomics.
  9. Chi-Hua Yu, Zhao Qin, Markus J. Buehler (2019). Artificial intelligence design algorithm for nanocomposites optimized for shear crack resistance. Nano Futures. 本人為第一作者
  10. Weinan Xu, Santosh K. Paidi, Zhao Qin, Qi Huang, Chi-Hua Yu, Jayson V. Pagaduan, Markus J. Buehler, Ishan Barman, David H. Gracias (2018). SelfFolding Hybrid Graphene Skin for 3D Biosensing. Nano Letters.
  11. Weinan Xu, Santosh K. Paidi, Zhao Qin, Qi Huang, Chi-Hua Yu, Jayson V. Pagaduan, Markus J. Buehler, Ishan Barman, David H. Gracias (2018). SelfFolding Hybrid Graphene Skin for 3D Biosensing. Nano Letters.
Conference paper
  1. C-W. Huang, C-H. Yu, S-W. Chang, C-S Chen (2016, Nov). Rolling Resistance of Adhesive Nanoparticle: Molecular Dynamics Simulation and Continuum Model. The 40th National Conference on Theoretical and Applied Mechanics
  2. C-H. Yu, K-P. Lin, C-S Chen (2016, Aug). Size-dependent effect on Geometrically Necessary Dislocation and Nanoindentation. The 12th World Congress on Computational Mechanics, Souel. 本人為第一作者