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Search results for jupyter notebook partial differential equations

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14 search results found

Financial Models Numerical Methods ⭐ 5,086

Collection of notebooks about quantitative finance, with interactive python code.

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

Riemann_book ⭐ 215

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

Graph Neural Pde ⭐ 212

Graph Neural PDEs

Numerical Analysis Python ⭐ 103

Python notebooks for Numerical Analysis

Heat Pinn ⭐ 53

A Physics-Informed Neural Network to solve 2D steady-state heat equation.

Mljc Unito Projectx 2020 Public ⭐ 29

Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

pySDC is a Python implementation of the spectral deferred correction (SDC) approach and its flavors, esp. the multilevel extension MLSDC and PFASST.

Pydimension ⭐ 20

Dimensionless learning codes for our paper called "Data-driven discovery of dimensionless numbers and governing laws from scarce measurements".

Datasets and code for results presented in the BOON paper

Pseudo Hamiltonian Neural Networks ⭐ 10

The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs

Deep Multilevel Kolmogorov Pde Solver ⭐ 8

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

Virtualelementmethods ⭐ 8

A Python implementation of the paper "The virtual element method in 50 lines of MATLAB" by Oliver J. Sutton

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