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

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

18 May 2023
Elham Kiyani
K. Shukla
George Karniadakis
M. Karttunen
ArXiv (abs)PDFHTML

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

3 / 3 papers shown
Title
NeuronSeek: On Stability and Expressivity of Task-driven Neurons
NeuronSeek: On Stability and Expressivity of Task-driven Neurons
Hanyu Pei
Jing-Xiao Liao
Qibin Zhao
Ting Gao
Shijun Zhang
Xiaoge Zhang
Feng-Lei Fan
OOD
31
0
0
01 Jun 2025
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling
Vivek Oommen
Aniruddha Bora
Zhen Zhang
George Karniadakis
DiffM
123
19
0
13 Sep 2024
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural
  Networks
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks
Feng-Lei Fan
Meng Wang
Hang Dong
Jianwei Ma
Tieyong Zeng
72
1
0
03 May 2024
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