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green's function

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partial differential equation (4) operator learning (2) recurrent network (1) compact operator (1) perturbative method (1) functional linear regression (1) fourier basis (1) scientific machine learning (1) neural operator (1) feed-forward network (1)

Papers

ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning ICLR 2025 Operator learning without the adjoint JMLR 2024 Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces JMLR 2023 Learning Green's functions associated with time-dependent partial differential equations JMLR 2022 Unfolding recurrence by Green’s functions for optimized reservoir computing NeurIPS 2020