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Deep learning approaches to surrogates for solving the diffusion
  equation for mechanistic real-world simulations

Deep learning approaches to surrogates for solving the diffusion equation for mechanistic real-world simulations

10 February 2021
J. Q. Toledo-Marín
Geoffrey C. Fox
J. Sluka
J. Glazier
    MedIm
    AI4CE
ArXivPDFHTML

Papers citing "Deep learning approaches to surrogates for solving the diffusion equation for mechanistic real-world simulations"

2 / 2 papers shown
Title
Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture
Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture
Tien Comlekoglu
J. Q. Toledo-Marín
Tina Comlekoglu
Douglas W. DeSimone
Shayn M. Peirce
Geoffrey C. Fox
J. Glazier
61
1
0
01 May 2025
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
203
2,282
0
18 Oct 2020
1