Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations

6 June 2024

Papers citing "Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations"

6 / 6 papers shown

Title
Active Learning for Neural PDE Solvers Daniel Musekamp Marimuthu Kalimuthu David Holzmüller Makoto Takamoto Carlos Fernandez AI4CE 41 4 0 02 Aug 2024
Learning Neural PDE Solvers with Parameter-Guided Channel Attention M. Takamoto Francesco Alesiani Mathias Niepert 51 19 0 27 Apr 2023
MAgNet: Mesh Agnostic Neural PDE Solver Oussama Boussif D. Assouline L. Benabbou Yoshua Bengio AI4CE 98 28 0 11 Oct 2022
Towards Multi-spatiotemporal-scale Generalized PDE Modeling Jayesh K. Gupta Johannes Brandstetter AI4CE 53 117 0 30 Sep 2022
Attention Beats Concatenation for Conditioning Neural Fields Daniel Rebain Mark J. Matthews K. M. Yi Gopal Sharma Dmitry Lagun Andrea Tagliasacchi AI4CE 29 22 0 21 Sep 2022
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 2,272 0 18 Oct 2020