☆222Feb 16, 2024Updated 2 years ago
Alternatives and similar repositories for CausalPINNs
Users that are interested in CausalPINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆273Oct 14, 2021Updated 5 years ago
- ☆178Jun 27, 2022Updated 4 years ago
- ☆433Dec 3, 2022Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆301Oct 12, 2021Updated 5 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆115Apr 15, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆270Feb 1, 2023Updated 3 years ago
- ☆119Oct 16, 2021Updated 5 years ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆95Oct 25, 2023Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆79Sep 11, 2025Updated last year
- ☆446Nov 14, 2025Updated 11 months ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆29May 8, 2023Updated 3 years ago
- ☆11Aug 13, 2024Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆581May 29, 2026Updated 5 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆686Sep 12, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆107Oct 24, 2022Updated 4 years ago
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆459Jul 24, 2026Updated 3 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆152Nov 18, 2021Updated 4 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- ☆13Sep 16, 2023Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆212Apr 7, 2024Updated 2 years ago
- ☆57Oct 9, 2022Updated 4 years ago
- ☆33Oct 6, 2022Updated 4 years ago
- PINN in solving Navier–Stokes equation☆136Jun 7, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated 2 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆37Feb 4, 2022Updated 4 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 3 years ago
- A library for scientific machine learning and physics-informed learning☆4,493Aug 18, 2026Updated 2 months ago
- ☆50May 18, 2022Updated 4 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆36Apr 7, 2024Updated 2 years ago
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 3 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆82Feb 1, 2023Updated 3 years ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆253Oct 21, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆6,226Feb 11, 2026Updated 8 months ago
- PINNs with irreversible constraints.☆18Jun 10, 2026Updated 4 months ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆118Mar 1, 2022Updated 4 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- ☆13Apr 18, 2023Updated 3 years ago
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Nov 15, 2022Updated 3 years ago
- Applications of PINOs☆151Oct 10, 2022Updated 4 years ago