Zheyuan Hu - Concepedia

Author

Zheyuan Hu

National University of Singapore ORCID

Also Known As

Hu, Zheyuan, Zheyuan Hu

Publications

600

Citations

H-Index

Concepts

All Affiliations

National University of Singapore Brown University Beijing Institute of Technology John Brown University

About

Zheyuan Hu is an author at National University of Singapore specializing in data science, computer science, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	44
2	Computer Science	3	3	44
3	Data Science	3	3	44
4	Physics	1	1	17
5	Systems Engineering	1	1	15

Zheyuan Hu

Publications

522

Citations

H-Index

Page 1

	Year	Citations
Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, Engineering Applications of Artificial Intelligence	2023	124
Tackling the curse of dimensionality with physics-informed neural networks Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, Neural Networks	2024	120
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization? Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, SIAM Journal on Scientific Computing	2022	115
Yell At Your Robot: Improving On-the-Fly from Language Corrections Lucy Shi, Zheyuan Hu, Tony Z. Zhao,	2024	29
Hutchinson Trace Estimation for high-dimensional and high-order Physics-Informed Neural Networks Zheyuan Hu, Zekun Shi, George Em Karniadakis, Computer Methods in Applied Mechanics and Engineering	2024	28
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning Jianlan Luo, Zheyuan Hu, Charles Xu,	2024	26
Tackling the Curse of Dimensionality with Physics-Informed Neural Networks Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, arXiv (Cornell University) Geometric LearningEngineeringMachine LearningGeneral Nonlinear PdesComputational Cost	2023	17
Two-stage attention network for fault diagnosis and retrieval of fault logs Zheyuan Hu, Xu Zhang, Hui Xiong Expert Systems with Applications Fault DiagnosisFault LogsReliability EngineeringEngineeringMachine Learning	2024	15
Bearing Fault Diagnosis via Incremental Learning Based on the Repeated Replay Using Memory Indexing (R-REMIND) Method Junhui Zheng, Hui Xiong, Yuchang Zhang, Machines	2022	14
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization? Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, arXiv (Cornell University) Numerical AnalysisDomain DecompositionEngineeringMachine LearningImprove Generalization	2021	12

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