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pde solver

5 papers

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Co-occurring keywords · papers mentioning both

neural network (2) neural operator (2) numerical solver (2) partial differential equation (2) optical simulation (1) field simulation (1) prolongation matrix (1) matrix solver (1) vectorization (1) preconditioned linear solves (1)

Papers

$\bfΦ_\textrmFlow$: Differentiable Simulations for PyTorch, TensorFlow and Jax ICML 2024 Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling ICLR 2024 PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NeurIPS 2024 Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers NeurIPS 2020 Learning to Optimize Multigrid PDE Solvers ICML 2019