Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation

10 December 2022

Papers citing "Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation"

6 / 6 papers shown

Title
Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems Rui-Qi Li Song Wang Chen Wang AI4CE 83 0 0 10 Dec 2024
Learning incomplete factorization preconditioners for GMRES Paul Hausner Aleix Nieto Juscafresa Jens Sjölund 56 3 0 12 Sep 2024
Neural incomplete factorization: learning preconditioners for the conjugate gradient method Paul Hausner Ozan Oktem Jens Sjölund 64 7 0 25 May 2023
$$\nabla$SD: Differentiable Programming for Sparse Tensors$ $\nabla$ SD: Differentiable Programming for Sparse Tensors Amir Shaikhha Mathieu Huot Shideh Hashemian 44 2 0 13 Mar 2023
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods Ali Taghibakhshi Nicolas Nytko Tareq Uz Zaman S. MacLachlan Luke N. Olson Matthew West AI4CE 32 9 0 26 Jan 2023
Learning Interface Conditions in Domain Decomposition Solvers Ali Taghibakhshi Nicolas Nytko Tareq Uz Zaman S. MacLachlan Luke N. Olson Matthew West AI4CE 40 11 0 19 May 2022