Shandian Zhe

Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition

Jinmian Ye, Linnan Wang, Guangxi Li et al. · 2018 · 140 citations

Computing, Computer Science, Computer Vision +16

Macroscopic traffic flow modeling with physics regularized Gaussian process: A new insight into machine learning applications in transportation

Yun Yuan, Zhao Zhang, Xianfeng Yang et al. · Transportation Research Part B Methodological · 2021 · 117 citations

Engineering, Computer Science, Physics +17

Characterizing possible failure modes in physics-informed neural networks

Aditi S. Krishnapriyan, Amir Gholami, Shandian Zhe et al. · arXiv (Cornell University) · 2021 · 115 citations · Full text

Computing, Computer Science, Physics +17

A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions

Michael Penwarden, Ameya D. Jagtap, Shandian Zhe et al. · Journal of Computational Physics · 2023 · 84 citations

Computing, Physics, Computational Neuroscience +10

SWATShare – A web platform for collaborative research and education through online sharing, simulation and visualization of SWAT models

Adnan Rajib, Venkatesh Merwade, I Luk Kim et al. · Environmental Modelling & Software · 2015 · 80 citations · Full text

Computing, Educational Technology, Visualization +17