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1. AugmentedPINN AugmentedPINN Public

   Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology"

   Python 15 2

2. HTE_PINN HTE_PINN Public

   Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks

   Python 2

3. SDGD_PINN SDGD_PINN Public

   Tackling the Curse of Dimensionality with Physics-Informed Neural Networks

   Python 9

4. RS_PINN_Bias_Variance RS_PINN_Bias_Variance Public

   Bias-Variance Trade-off in Physics-Informed Neural Networks with Randomized Smoothing for High-Dimensional PDEs

   Python 1

5. Tempered_Fractional_PINN Tempered_Fractional_PINN Public

   Python 1

6. Neural_Integral_Functional Neural_Integral_Functional Public

   Python 2