AI4Equations / dueLinks
A Deep Learning Library for Modeling Unknown Equations
☆19Updated last month
Alternatives and similar repositories for due
Users that are interested in due are comparing it to the libraries listed below
Sorting:
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 months ago
- ☆39Updated 2 years ago
- ☆50Updated 2 years ago
- Mesh adaptation utilities for coastal ocean modelling in Firedrake and Thetis.☆11Updated 4 years ago
- Immersed Boundary Projection Method☆117Updated 5 years ago
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆22Updated 11 months ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆112Updated 3 weeks ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- Resources about Machine Learning for solving PDEs.☆58Updated 2 years ago
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆178Updated 4 years ago
- A machine learning boosted parallel-in-time differential equation solver framework.☆27Updated 2 years ago
- Sandia Uncertainty Quantification Toolkit☆83Updated 9 months ago
- ☆70Updated last year
- ☆28Updated last year
- Implementation of the Deep Ritz method and the Deep Galerkin method☆59Updated 5 years ago
- Adaptive multiresolution discontinuous Galerkin C++ package☆44Updated last year
- ODIL (Optimizing a Discrete Loss) is a Python framework for solving inverse and data assimilation problems for partial differential equat…☆116Updated 2 months ago
- CFD course that I teach in the Chemical Engineering Department at the University of Utah - CHEN6355.☆61Updated 6 years ago
- Scientific visualization tutorials using Paraview☆20Updated 11 months ago
- Math 228A 2019 Fall☆15Updated 5 years ago
- A Differentiable Reacting Flow Simulation Package in PyTorch☆52Updated 3 years ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆223Updated last week
- Spectral Methods in Python☆59Updated 5 months ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago
- Tutorials on deep learning, Python, and dissipative particle dynamics