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parametric pde

7 papers

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Co-occurring keywords · papers mentioning both

neural network (2) neural solver (2) physics-informed neural network (2) partial differential equation (2) uncertainty quantification (2) neural pde solver (1) adaptive conditioning (1) rapid adaptation (1) multi-arm bandit (1) banach space (1)

Papers

Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems ICML 2025 Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods ICLR 2025 Zebra: In-Context Generative Pretraining for Solving Parametric PDEs ICML 2025 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024 Optimal deep learning of holomorphic operators between Banach spaces NeurIPS 2024 Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023 Multilevel CNNs for Parametric PDEs JMLR 2023