A place to share problems solved with SciANN
☆308Nov 6, 2023Updated 2 years ago
Alternatives and similar repositories for sciann-applications
Users that are interested in sciann-applications are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep learning for Engineers - Physics Informed Deep Learning☆364Dec 20, 2023Updated 2 years ago
- PINN program for computational mechanics☆134Apr 1, 2024Updated last year
- physics-informed neural network for elastodynamics problem☆160Jan 20, 2022Updated 4 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59May 30, 2024Updated last year
- Physics-guided neural network framework for elastic plates☆52Mar 24, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆88Aug 26, 2025Updated 7 months ago
- ☆36Sep 3, 2021Updated 4 years ago
- A library for scientific machine learning and physics-informed learning☆3,984Mar 1, 2026Updated 3 weeks ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆267Nov 30, 2023Updated 2 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆75May 18, 2025Updated 10 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆36Jan 15, 2024Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆251Feb 1, 2023Updated 3 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,697Feb 11, 2026Updated last month
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆95Aug 17, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆92Jan 24, 2021Updated 5 years ago
- ☆21Feb 21, 2024Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆46Aug 17, 2024Updated last year
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆245Oct 21, 2024Updated last year
- ☆111Oct 16, 2021Updated 4 years ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆18Sep 6, 2023Updated 2 years ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,455Dec 8, 2023Updated 2 years ago
- ☆59May 8, 2023Updated 2 years ago
- Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators☆780Jun 25, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆410Feb 11, 2026Updated last month
- This is the code of my master thesis.☆195Feb 7, 2026Updated last month
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆531Nov 27, 2025Updated 4 months ago
- ☆247Oct 14, 2021Updated 4 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Jan 20, 2023Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆282Oct 12, 2021Updated 4 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆40Mar 29, 2021Updated 4 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- ☆398Dec 3, 2022Updated 3 years 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.
- ☆130Jul 20, 2022Updated 3 years ago
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆25May 11, 2023Updated 2 years ago
- Tutorials on deep learning, Python, and dissipative particle dynamics☆213Updated this week
- ☆169Jun 27, 2022Updated 3 years ago
- Physics-informed neural networks package☆344Jul 20, 2022Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 2 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated 10 months ago