| Artificial intelligence and machine learning in design of mechanical materials K Guo, Z Yang, CH Yu, MJ Buehler Materials Horizons 8 (4), 1153-1172, 2021 | 302 | 2021 |
| Deep learning model to predict complex stress and strain fields in hierarchical composites Z Yang, CH Yu, MJ Buehler Science Advances 7 (15), eabd7416, 2021 | 177 | 2021 |
| A self-consistent sonification method to translate amino acid sequences into musical compositions and application in protein design using artificial intelligence CH Yu, Z Qin, FJ Martin-Martinez, MJ Buehler ACS nano 13 (7), 7471-7482, 2019 | 107 | 2019 |
| Using deep learning to predict fracture patterns in crystalline solids YC Hsu, CH Yu, MJ Buehler Matter 3 (1), 197-211, 2020 | 106 | 2020 |
| End-to-end deep learning method to predict complete strain and stress tensors for complex hierarchical composite microstructures Z Yang, CH Yu, K Guo, MJ Buehler Journal of the Mechanics and Physics of Solids 154, 104506, 2021 | 78 | 2021 |
| Artificial intelligence design algorithm for nanocomposites optimized for shear crack resistance CH Yu, Z Qin, MJ Buehler Nano Futures 3 (3), 035001, 2019 | 71 | 2019 |
| Self-folding hybrid graphene skin for 3D biosensing W Xu, SK Paidi, Z Qin, Q Huang, CH Yu, JV Pagaduan, MJ Buehler, ... Nano letters 19 (3), 1409-1417, 2018 | 56 | 2018 |
| Deep learning model to predict fracture mechanisms of graphene AJ Lew, CH Yu, YC Hsu, MJ Buehler npj 2D Materials and Applications 5 (1), 48, 2021 | 47 | 2021 |
| Sonification based de novo protein design using artificial intelligence, structure prediction, and analysis using molecular modeling CH Yu, MJ Buehler APL bioengineering 4 (1), 2020 | 45 | 2020 |
| 3D printing of metal–organic framework-Based ionogels: wearable sensors with colorimetric and mechanical responses S Pal, YZ Su, YW Chen, CH Yu, CW Kung, SS Yu ACS applied materials & interfaces 14 (24), 28247-28257, 2022 | 30 | 2022 |
| End-to-end deep learning model to predict and design secondary structure content of structural proteins CH Yu, W Chen, YH Chiang, K Guo, Z Martin Moldes, DL Kaplan, ... ACS biomaterials science & engineering 8 (3), 1156-1165, 2022 | 27 | 2022 |
| Main-chain engineering of polymer photocatalysts with hydrophilic non-conjugated segments for visible-light-driven hydrogen evolution CL Chang, WC Lin, LY Ting, CH Shih, SY Chen, TF Huang, H Tateno, ... Nature communications 13 (1), 5460, 2022 | 24 | 2022 |
| Hierarchical multiresolution design of bioinspired structural composites using progressive reinforcement learning CH Yu, BY Tseng, Z Yang, CC Tung, E Zhao, ZF Ren, SS Yu, PY Chen, ... Advanced Theory and Simulations 5 (11), 2200459, 2022 | 23 | 2022 |
| Sounds interesting: Can sonification help us design new proteins? SL Franjou, M Milazzo, CH Yu, MJ Buehler Expert Review of Proteomics 16 (11-12), 875-879, 2019 | 19 | 2019 |
| Effects of grain boundary heterogeneities on creep fracture studied by rate-dependent cohesive model CH Yu, CW Huang, CS Chen, Y Gao, CH Hsueh Engineering Fracture Mechanics 93, 48-64, 2012 | 19 | 2012 |
| ColGen: An end-to-end deep learning model to predict thermal stability of de novo collagen sequences CH Yu, E Khare, OP Narayan, R Parker, DL Kaplan, MJ Buehler Journal of the mechanical behavior of biomedical materials 125, 104921, 2022 | 18 | 2022 |
| Micromechanics modeling of creep fracture of zirconium diboride–silicon carbide composites at 1400–1700° C CH Yu, MW Bird, CW Huang, CS Chen, YF Gao, KW White, CH Hsueh Journal of the European Ceramic Society 34 (16), 4145-4155, 2014 | 18 | 2014 |
| Discovering design principles of collagen molecular stability using a genetic algorithm, deep learning, and experimental validation E Khare, CH Yu, C Gonzalez Obeso, M Milazzo, DL Kaplan, MJ Buehler Proceedings of the National Academy of Sciences 119 (40), e2209524119, 2022 | 16 | 2022 |
| A micromechanics study of competing mechanisms for creep fracture of zirconium diboride polycrystals CH Yu, CW Huang, CS Chen, Y Gao, CH Hsueh Journal of the European Ceramic Society 33 (10), 1625-1637, 2013 | 16 | 2013 |
| Tuning mechanical properties in polycrystalline solids using a deep generative framework YC Hsu, CH Yu, MJ Buehler Advanced Engineering Materials 23 (4), 2001339, 2021 | 15 | 2021 |
