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partial-differential-equations x

9 search results found

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.

Convolutionalneuraloperator ⭐ 52

This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

2d Elliptic Mesh Generator ⭐ 36

2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations

Modern C++17 finite element method and shape optimization framework.

This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495

An R package for solving Partial Differential Equations using the finite element method.

Adapode.jl ⭐ 10

Adaptive P/ODE numerical solvers with Grassmann element TensorField assembly

Deep Multilevel Kolmogorov Pde Solver ⭐ 8

Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation

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