Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".
☆14Dec 24, 2025Updated 2 months ago
Alternatives and similar repositories for pino-closure-models
Users that are interested in pino-closure-models are comparing it to the libraries listed below
Sorting:
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 4 months ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- ☆11Jan 7, 2025Updated last year
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Jul 17, 2025Updated 7 months ago
- ☆27Oct 21, 2024Updated last year
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated last year
- ☆12Dec 13, 2024Updated last year
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆47Feb 2, 2025Updated last year
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆17Dec 6, 2024Updated last year
- An implementation of the axisymmetric semi-analytical finite element method☆13Mar 27, 2018Updated 7 years ago
- ☆14Dec 15, 2020Updated 5 years ago
- ☆19Apr 5, 2024Updated last year
- ☆13Dec 5, 2022Updated 3 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆18Jan 11, 2024Updated 2 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Jul 17, 2025Updated 7 months ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated last year
- ☆17Aug 13, 2024Updated last year
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆14Apr 12, 2025Updated 10 months ago
- Spectral methods in matlab☆12Mar 27, 2025Updated 11 months ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Aug 18, 2023Updated 2 years ago
- Separabale Physics-Informed DeepONets in JAX☆21Nov 29, 2024Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch☆21Nov 15, 2023Updated 2 years ago
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆28Feb 18, 2025Updated last year
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆19Jul 28, 2022Updated 3 years ago
- ☆12Aug 22, 2025Updated 6 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Jan 15, 2024Updated 2 years ago
- Variational Physic-informed Neural Operator (VINO) for Learning Partial Differential Equations☆30Sep 21, 2025Updated 5 months ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆25Apr 7, 2025Updated 11 months ago
- Plugin for exporting SolidWorks systems to Chrono::Engine☆28Sep 24, 2025Updated 5 months ago
- ☆23Jul 25, 2024Updated last year
- Deep finite volume method☆21Jun 26, 2024Updated last year
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆27Jul 26, 2024Updated last year
- ☆25Feb 26, 2026Updated last week
- ☆14Mar 23, 2021Updated 4 years ago
- ☆24Dec 21, 2023Updated 2 years ago
- Code base for 'Probabilistic Peridynamics' collaboration between Exeter, Cambridge & Turing☆26Jul 21, 2021Updated 4 years ago