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Search results for python pde solver
pde-solver
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17 search results found
Phiflow
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1,093
A differentiable PDE solving framework for machine learning
Neurodiffeq
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576
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
Dedalus
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400
A flexible framework for solving PDEs with modern spectral methods.
Solidspy
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222
2D-Finite Element Analysis with Python
Pyclaw
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145
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
Idrlnet
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129
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Convolutionalneuraloperator
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52
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Pinnacle
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45
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
Jax Dips
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26
JAX-DIPS is a differentiable interfacial PDE solver.
Magnet
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25
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
Pympdata
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23
Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab
Pararealml
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19
A machine learning boosted parallel-in-time differential equation solver framework.
Odes_for_sdes
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17
Deterministic particle dynamics for simulating Fokker-Planck probability flows
Schrodingereq_1d_tutorial
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11
Solving Schrodinger Equation Numerically
Dgm
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7
Solving High Dimensional Partial Differential Equations with Deep Neural Networks
Xnode Wan Pde Solver
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6
We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.
Tapsolver
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6
Simulation and Analysis Tool for TAP Reactor Systems
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