197 citations · 271 across the 15 of their papers we have counts for
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stat.ML2022★ 2 cited
Bayesian Inference of Stochastic Dynamical Networks
Yasen Wang, Junyang Jin, Jorge Goncalves
Network inference has been extensively studied in several fields, such as systems biology and social sciences. Learning network topology and internal dynamics is essential to under…
stat.ML2019★ 9 cited
Machine Discovery of Partial Differential Equations from Spatiotemporal Data
Ye Yuan, Junlin Li, Liang Li +9
The study presents a general framework for discovering underlying Partial Differential Equations (PDEs) using measured spatiotemporal data. The method, called Sparse Spatiotemporal…