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Interpreting and generalizing deep learning in physics-based problems
  with functional linear models

Interpreting and generalizing deep learning in physics-based problems with functional linear models

10 July 2023
Amirhossein Arzani
Lingxiao Yuan
P. Newell
Bei Wang
    AI4CE
ArXivPDFHTML

Papers citing "Interpreting and generalizing deep learning in physics-based problems with functional linear models"

4 / 4 papers shown
Title
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification
Siva Viknesh
Younes Tatari
Amirhossein Arzani
26
1
0
21 Oct 2024
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic
  Chiral Metamaterials
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials
Lingxiao Yuan
Emma Lejeune
Harold S. Park
23
0
0
19 Apr 2024
Generalized Out-of-Distribution Detection: A Survey
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
185
877
0
21 Oct 2021
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
208
2,287
0
18 Oct 2020
1