Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
Zekun Shi, Zheyuan Hu, Min Lin, Kenji Kawaguchi
NeurIPS 2024 (Best Paper Award)
Amortized Eigendecomposition for Neural Networks
Tianbo Li, Zekun Shi, Jiaxi Zhao, Min Lin
NeurIPS 2024
Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks
Zheyuan Hu*, Zekun Shi*, George Em Karniadakis, Kenji Kawaguchi
Computer Methods in Applied Mechanics and Engineering 424 (2024).