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conftrace_

pde-constrained optimization

5 papers

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Also known as

PDE-CO PDECO

Co-occurring keywords · papers mentioning both

neural network (2) autodecoder prior (1) graph neural network (1) finite element analysis (1) pde-constrained control (1) pde solution operator (1) variational procedure (1) broyden method (1) derivative learning (1) virtual-fourier layer (1)

Papers

Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients ICLR 2023 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 Solving PDE-Constrained Control Problems Using Operator Learning AAAI 2022 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020