11 citations · 17 across the 4 of their papers we have counts for
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cs.LG2023★ 3 cited
Learning Vortex Dynamics for Fluid Inference and Prediction
Yitong Deng, Hong-Xing Yu, Jiajun Wu +1
We propose a novel differentiable vortex particle (DVP) method to infer and predict fluid dynamics from a single video. Lying at its core is a particle-based latent space to encaps…
cs.LG2022★ 3 cited
Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems
Daniel M. DiPietro, Bo Zhu
Here we present Symplectically Integrated Symbolic Regression (SISR), a novel technique for learning physical governing equations from data. SISR employs a deep symbolic regression…