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20222026
most citedA Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data

34 citations · 88 across the 11 of their papers we have counts for

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cond-mat.dis-nn2023★ 34 cited

A Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data

Elham Kiyani, Khemraj Shukla, George Em Karniadakis +1

We propose a framework and an algorithm to uncover the unknown parts of nonlinear equations directly from data. The framework is based on eXtended Physics-Informed Neural Networks…