Physics Informed Neural Networks
☆20Sep 2, 2020Updated 5 years ago
Alternatives and similar repositories for PINNs
Users that are interested in PINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Dec 17, 2019Updated 6 years ago
- Deep learning library for solving differential equations on top of PyTorch.☆63Jul 30, 2020Updated 5 years ago
- Basic deep learning models in PyTorch.☆10May 18, 2020Updated 5 years ago
- Investigating PINNs☆759Aug 13, 2021Updated 4 years ago
- 2-D inviscid flow and adjoint solver☆14Mar 8, 2014Updated 12 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 5 years ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆25Jul 3, 2023Updated 2 years ago
- Airfoil Optimization by XFOIL Matlab☆12Mar 29, 2024Updated 2 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Oct 19, 2023Updated 2 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- ☆10May 27, 2024Updated last year
- Implementation of physics informed neural networks with PyTorch☆20Jan 5, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆20May 29, 2020Updated 5 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆267Nov 30, 2023Updated 2 years ago
- Code for reproducing the paper "Neural Networks Fail to Learn Periodic Functions and How to Fix It" as part of the ML Reproducibility Cha…☆11Apr 16, 2021Updated 5 years ago
- 2-d vertex based unstructured code for Euler, Navier-Stokes and RANS☆18Jul 9, 2016Updated 9 years ago
- ☆12May 3, 2023Updated 3 years ago
- Porting this (https://github.com/facebookresearch/VideoPose3D) 3D human pose estimation model into Android for inference in the wild (on …☆15Jan 11, 2021Updated 5 years ago
- ☆16May 3, 2021Updated 5 years ago
- ☆63Jul 24, 2019Updated 6 years ago
- Multall-open is a turbomachinery design system based on the 3D, multistage, Navier-Stokes solver Multall. It can be used to design axial…☆32Oct 18, 2019Updated 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.
- Research tools☆11Mar 23, 2019Updated 7 years ago
- Matlab code for my masters thesis☆13Dec 15, 2019Updated 6 years ago
- We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.☆11Jun 23, 2022Updated 3 years ago
- ☆21Sep 21, 2022Updated 3 years ago
- Spatiotemporally regularized inversion (STRIVER) for motion-resolved computational imaging☆21Jun 11, 2025Updated 10 months ago
- MLPruning, PyTorch, NLP, BERT, Structured Pruning☆20Jun 29, 2021Updated 4 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆29Feb 15, 2021Updated 5 years ago
- Non-AXisymmetric aerodynamic design system for turbomachinery☆19Oct 8, 2020Updated 5 years ago
- Pre-processing Approaches for Imbalanced Distributions in Regression☆12Feb 21, 2021Updated 5 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.
- MIONet: Learning multiple-input operators via tensor product☆46Nov 13, 2022Updated 3 years ago
- ☆21Apr 27, 2022Updated 4 years ago
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 4 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16May 22, 2024Updated last year
- ☆23Apr 5, 2023Updated 3 years ago
- Dynamical Metasurface Aperture Simulation using CST-Matlab API☆14Jun 22, 2021Updated 4 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆23Nov 8, 2022Updated 3 years ago