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1. Shallow-ReLU-Approximation-of-Polynomial-Surfaces Shallow-ReLU-Approximation-of-Polynomial-Surfaces Public

   Reproducible experiment in PyTorch studying how shallow ReLU neural networks approximate functions of the form f(x,y) = (x^2 + xy + 2y^2)^p. Compares multiple hidden widths and smoothness exponents…

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2. Physics-Informed-Neural-Network-for-Poisson-s-Equation Physics-Informed-Neural-Network-for-Poisson-s-Equation Public

   This project implements a Physics-Informed Neural Network (PINN) in PyTorch that solves Poisson's equation in two dimensions with Dirichlet boundary conditions: ∇²u = f(x, y), u = g on ∂Ω over the …

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3. mfs-laplace mfs-laplace Public

   PyTorch implementation of the Method of Fundamental Solutions with jointly learned source positions and weights for solving Laplace's equation on the unit square.

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4. matplotlib matplotlib Public

   Forked from matplotlib/matplotlib

   matplotlib: plotting with Python

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