Examplary code for NN, MFNN, DynNet, PINNs and CNN
☆51Sep 12, 2021Updated 4 years ago
Alternatives and similar repositories for PyTorchTutorial
Users that are interested in PyTorchTutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 9 months ago
- ☆43May 10, 2023Updated 2 years ago
- Deep learning library for solving differential equations on top of PyTorch.☆63Jul 30, 2020Updated 5 years ago
- ☆41Sep 11, 2023Updated 2 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆34Apr 15, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆89Aug 26, 2025Updated 7 months ago
- multi-fidelity neural network☆22Mar 1, 2026Updated last month
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- ☆15Dec 20, 2020Updated 5 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
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Jan 20, 2023Updated 3 years ago
- PINNs-Demo☆13Jun 2, 2022Updated 3 years ago
- PINN, DGM and DRM☆20Jul 3, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.☆10Dec 4, 2019Updated 6 years ago
- 【清华大学《计算机动画原理与算法》大作业】MPM fluid simulation and surface reconstruction using Taichi; A path tracer implemented by LuisaCompute python front…☆14Jan 16, 2024Updated 2 years ago
- Solving PDEs with NNs☆56Jan 6, 2023Updated 3 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆73Sep 13, 2021Updated 4 years ago
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆40Jul 12, 2023Updated 2 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆75Aug 21, 2024Updated last year
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆35Dec 27, 2020Updated 5 years ago
- PINN for solving wave equation☆25Dec 17, 2022Updated 3 years ago
- ☆10Mar 28, 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.
- A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch☆22Nov 15, 2023Updated 2 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆267Nov 30, 2023Updated 2 years ago
- A course on developing MPM with Python☆25Jun 11, 2025Updated 9 months ago
- ☆47Nov 27, 2023Updated 2 years ago
- MPM benchmarks☆15Oct 5, 2023Updated 2 years ago
- ☆38Aug 15, 2020Updated 5 years ago
- A finite element code for prediction of the response of viscoelastic materials☆12Mar 14, 2023Updated 3 years ago
- Physics-informed neural network for solving fluid dynamics problems☆270Jan 28, 2021Updated 5 years ago
- 采用PINN/ResPINN对两种偏微分方程(Burgers&Allen-Cahn)的训练与求解☆17Feb 5, 2021Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- In recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to …☆11Nov 23, 2025Updated 4 months ago
- ☆20Jun 10, 2022Updated 3 years ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆17Jul 21, 2023Updated 2 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 2 years ago
- ☆34Dec 8, 2022Updated 3 years ago
- Standard Material Point Method 2D code for beginners☆14Aug 7, 2021Updated 4 years ago
- Python implementation of a 2D Smoothed Particle Hydrodynamics (SPH) simulation for simulating fluid behavior in a dam break scenario.☆12Aug 10, 2023Updated 2 years ago