Benchmark for learning stiff problems using physics-informed machine learning
☆13Dec 15, 2021Updated 4 years ago
Alternatives and similar repositories for StiffNet-Benchmark
Users that are interested in StiffNet-Benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stiff Neural Ordinary Differential Equations☆35Jun 7, 2023Updated 3 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- This is the code of the Deep neural Operator for Free Boundary Problems☆20Mar 22, 2026Updated 7 months ago
- ☆13May 31, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆16Dec 18, 2023Updated 2 years ago
- Long-term probabilistic forecasting of quasiperiodic phenomena using Koopman theory☆37Jan 22, 2022Updated 4 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 3 years ago
- ☆40Nov 11, 2021Updated 4 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆88Apr 10, 2025Updated last year
- Matlab code for Y. Yuan, et. al. Machine Discovery of Partial Differential Equations from Spatiotemporal Data☆15Sep 29, 2018Updated 8 years ago
- ☆19Feb 3, 2022Updated 4 years ago
- Command line client for GIN☆14Feb 25, 2023Updated 3 years ago
- Discovering Conservation Laws using Optimal Transport and Manifold Learning☆22Sep 23, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆21Sep 28, 2020Updated 6 years ago
- Physics-Enhanced Regression for Initial Value Problems☆21Feb 7, 2024Updated 2 years ago
- Neural Galerkin☆17Oct 25, 2023Updated 3 years ago
- PINN paper that will be submitted to Journal of Computational Science☆13Sep 11, 2026Updated last month
- Building, simulating, and training systems biology models using JAX/Diffrax☆13Jun 24, 2026Updated 4 months ago
- ☆12Nov 30, 2022Updated 3 years ago
- Fast uncertainty quantification for scientific machine learning (SciML) and differential equations☆71Oct 17, 2026Updated last week
- A library for machine learning datasets on graph☆13Sep 1, 2022Updated 4 years ago
- Package for fitting models according to the deep compartment modeling framework for pharmacometric applications.☆13Aug 19, 2026Updated 2 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 🎓Automatically Update AI4Physics Papers Daily using Github Actions☆16Updated this week
- ☆11Sep 2, 2024Updated 2 years ago
- Towards Physics-informed Deep Learning for Turbulent Flow Prediction☆28Oct 18, 2021Updated 5 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆32Jan 21, 2021Updated 5 years ago
- 🎓Materials for the Hands-On Introduction to OpenFAIR Risk Analysis with Tidyrisk☆14Jan 22, 2021Updated 5 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 5 months ago
- Physics-informed neural networks for magnetic resonance elastography☆15Sep 22, 2023Updated 3 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆27Aug 12, 2022Updated 4 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆58May 20, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆45Dec 11, 2022Updated 3 years ago
- ☆37Jun 26, 2026Updated 4 months ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 8 years ago
- ☆18Jun 30, 2022Updated 4 years ago
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Apr 29, 2022Updated 4 years ago
- Official PyTorch implementation for paper DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Represent…☆12Dec 10, 2023Updated 2 years ago
- Jupyter extension for trame client/server communication☆14Jan 1, 2025Updated last year