Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"
☆21Nov 18, 2024Updated last year
Alternatives and similar repositories for teng
Users that are interested in teng are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆46Jul 31, 2022Updated 4 years ago
- ☆11May 12, 2023Updated 3 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- Numerical schemes for the Cahn-Hilliard equation.☆19May 3, 2017Updated 9 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated last year
- AI Agents on 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.
- ☆12May 3, 2023Updated 3 years ago
- Schrodinger-Poisson solver in 1D in the conduction band☆13Jan 2, 2022Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆42Jun 21, 2024Updated 2 years ago
- ☆57Oct 9, 2022Updated 4 years ago
- A numerical simulation of the (2+1)D Dirac equation on a in space and time staggered grid with periodic or absorbent boundary conditions …☆12Mar 2, 2021Updated 5 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆22Jun 28, 2024Updated 2 years ago
- ☆22Apr 21, 2023Updated 3 years ago
- pyHamSys is a Python package for scientific computations involving Hamiltonian systems☆15May 26, 2026Updated 4 months 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.
- ☆23Nov 24, 2024Updated last year
- Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.☆15Jan 20, 2026Updated 8 months ago
- ☆12Apr 7, 2022Updated 4 years ago
- ☆12Apr 13, 2023Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆79Sep 11, 2025Updated last year
- ☆29Jul 8, 2024Updated 2 years ago
- Rehuel is a simple C++11 library for solving ordinary differential equations with (implicit) Runge-Kutta methods.☆17Apr 13, 2025Updated last year
- Solving the one-dimensional time-dependent Schrodinger Equation for different potentials using the Crank-Nicolson method and analyzing th…☆15Jun 7, 2022Updated 4 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 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.
- DeepONet and UQ for power systems transient stability☆13Feb 18, 2023Updated 3 years ago
- A two-dimensional multiphase solver based on incompressible Navier-Stokes and conservative Allen-Cahn equations☆16Oct 31, 2017Updated 8 years ago
- A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch☆27Nov 15, 2023Updated 2 years ago
- ☆13Jan 6, 2023Updated 3 years ago
- Pytorch implementation of Physics Informed Neural Networks and improvements☆14Jan 30, 2023Updated 3 years ago
- Adaptive discrete empirical interpolation method☆16Feb 18, 2020Updated 6 years ago
- sim-skills — agent playbooks that teach LLMs how to drive every engineering tool, paired with the sim-cli runtime☆22May 13, 2026Updated 5 months ago
- A Python implementation of Physics Informed Neural Networks for Black-Scholes Model☆28Apr 16, 2025Updated last year
- Application of Graph Neural Networks to predict material properties from their microstructures.☆20Nov 18, 2024Updated last year
- AI Agents on 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.
- Quilts for some of my favorite artists☆15Aug 10, 2016Updated 10 years ago
- ☆27Jul 7, 2022Updated 4 years ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆36Dec 8, 2022Updated 3 years ago
- ☆33Oct 6, 2022Updated 4 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆33Jan 20, 2025Updated last year
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated last year
- Code and data release for FEABench: Evaluating Language Models on Multiphysics Reasoning Ability. [MATH-AI workshop, NeurIPS 2024]☆14May 7, 2025Updated last year