Haoyu Chu
- Lyapunov-Stable Deep Equilibrium Models
2023/04/25 by Haoyu Chu, Chu, Haoyu, Shikui Wei +6 · 3 citations
Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Energetic Materials and Combustion #FOS: Computer and information sciences #High-Velocity Impact and Material Behavior #Machine Learning (cs.LG)
- Structure-Preserving Physics-Informed Neural Networks With Energy or Lyapunov Structure
2024/01/10 by Haoyu Chu, Yuto Miyatake, Chu, Haoyu +7 · 3 citations
Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Computer Science · #Model Reduction and Neural Networks #Advanced Electron Microscopy Techniques and Applications #Neural Networks and Reservoir Computing