613 citations · 1k across the 21 of their papers we have counts for
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cs.LG2023★ 1 cited
RSRM: Reinforcement Symbolic Regression Machine
Yilong Xu, Yang Liu, Hao Sun
In nature, the behaviors of many complex systems can be described by parsimonious math equations. Automatically distilling these equations from limited data is cast as a symbolic r…
physics.geo-ph2023★ 2 cited
Physics-informed neural network for seismic wave inversion in layered semi-infinite domain
Pu Ren, Chengping Rao, Hao Sun +1
Estimating the material distribution of Earth's subsurface is a challenging task in seismology and earthquake engineering. The recent development of physics-informed neural network…