no code implementations • 25 Oct 2022 • Pouria Mistani, Samira Pakravan, Rajesh Ilango, Sanjay Choudhry, Frederic Gibou
We present a highly scalable strategy for developing mesh-free neuro-symbolic partial differential equation solvers from existing numerical discretizations found in scientific computing.
1 code implementation • 25 Oct 2022 • Pouria Mistani, Samira Pakravan, Rajesh Ilango, Frederic Gibou
We present a scalable strategy for development of mesh-free hybrid neuro-symbolic partial differential equation solvers based on existing mesh-based numerical discretization methods.
1 code implementation • 4 Feb 2020 • Luis Ángel Larios-Cárdenas, Frederic Gibou
We propose a deep learning strategy to estimate the mean curvature of two-dimensional implicit interfaces in the level-set method.
no code implementations • 10 Jan 2020 • Samira Pakravan, Pouria A. Mistani, Miguel Angel Aragon-Calvo, Frederic Gibou
We propose a novel composite framework to find unknown fields in the context of inverse problems for partial differential equations (PDEs).
