Zheyuan Hu
Publications by Year
Research Areas
Model Reduction and Neural Networks, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Magnetic Properties and Applications, Nuclear Engineering Thermal-Hydraulics
Most-Cited Works
- → Tackling the curse of dimensionality with physics-informed neural networks(2024)134 cited
- → Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology(2023)128 cited
- → When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?(2022)118 cited
- → Yell At Your Robot: Improving On-the-Fly from Language Corrections(2024)33 cited
- → Hutchinson Trace Estimation for high-dimensional and high-order Physics-Informed Neural Networks(2024)31 cited
- → SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning(2024)28 cited
- → Two-stage attention network for fault diagnosis and retrieval of fault logs(2024)15 cited
- → Tensor neural networks for high-dimensional Fokker–Planck equations(2025)14 cited
- → Bearing Fault Diagnosis via Incremental Learning Based on the Repeated Replay Using Memory Indexing (R-REMIND) Method(2022)14 cited