☆215Feb 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:
- ☆260Oct 14, 2021Updated 4 years ago
- ☆171Jun 27, 2022Updated 3 years ago
- ☆426Nov 14, 2025Updated 6 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆293Oct 12, 2021Updated 4 years ago
- Original implementation of fast PINN optimization with RBA weights☆73Sep 11, 2025Updated 8 months 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.
- ☆417Dec 3, 2022Updated 3 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆265Feb 1, 2023Updated 3 years ago
- ☆113Oct 16, 2021Updated 4 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆30May 8, 2023Updated 3 years ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆544Mar 26, 2026Updated last month
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆423Feb 11, 2026Updated 3 months ago
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 2 years ago
- ☆55Oct 9, 2022Updated 3 years ago
- 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.
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆90Oct 25, 2023Updated 2 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
- PINN in solving Navier–Stokes equation☆134Jun 7, 2020Updated 5 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆110Apr 15, 2022Updated 4 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆106Oct 24, 2022Updated 3 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆152Nov 18, 2021Updated 4 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆35Apr 7, 2024Updated 2 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆79Feb 1, 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.
- ☆33Oct 6, 2022Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆196Apr 7, 2024Updated 2 years ago
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Nov 15, 2022Updated 3 years ago
- ☆12Apr 18, 2023Updated 3 years ago
- ☆16Oct 29, 2023Updated 2 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆37Feb 4, 2022Updated 4 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆119Mar 1, 2022Updated 4 years ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆248Oct 21, 2024Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆669Apr 27, 2026Updated 3 weeks 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.
- ☆47May 18, 2022Updated 4 years ago
- Applications of PINOs☆149Oct 10, 2022Updated 3 years ago
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 3 years ago
- A library for scientific machine learning and physics-informed learning☆4,151Mar 1, 2026Updated 2 months ago
- ☆11Mar 18, 2023Updated 3 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,851Feb 11, 2026Updated 3 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆97Apr 4, 2024Updated 2 years ago