☆21Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for LED
Users that are interested in LED are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Sep 14, 2022Updated 3 years ago
- Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.☆11Apr 19, 2023Updated 3 years ago
- ☆18Aug 6, 2024Updated 2 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 4 months ago
- ☆41Jul 20, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆18Sep 7, 2023Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆42Mar 10, 2025Updated last year
- ☆53Nov 6, 2023Updated 2 years ago
- Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.☆15Jan 20, 2026Updated 6 months ago
- ☆14Feb 14, 2024Updated 2 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Mar 11, 2025Updated last year
- Quasi-geostrophic spectral solver in PyTorch☆18Sep 18, 2022Updated 3 years ago
- PDE Preserved Neural Network☆58May 15, 2025Updated last year
- ☆14Jan 29, 2021Updated 5 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- Code for the blog post☆12Jan 15, 2021Updated 5 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆29Apr 20, 2024Updated 2 years ago
- ☆14Apr 24, 2026Updated 3 months ago
- Codebase for "HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions"☆18Oct 19, 2025Updated 9 months 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.
- ☆14Jan 22, 2022Updated 4 years ago
- Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems☆16Jun 15, 2021Updated 5 years ago
- Numerical algorithms that solve shallow water PDEs on a 2D plane (using finite different method).☆10Jul 11, 2022Updated 4 years ago
- ☆74Aug 31, 2020Updated 5 years ago
- EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.☆20May 9, 2025Updated last year
- ☆10Dec 17, 2019Updated 6 years ago
- ☆20May 25, 2024Updated 2 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- Use Fourier transform to learn operators in differential equations.☆15Feb 2, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆17Mar 6, 2026Updated 5 months ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆26Aug 12, 2022Updated 3 years ago
- ☆24Oct 21, 2024Updated last year
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Jul 30, 2024Updated 2 years ago
- Define and generate waveforms to output with your favorite DAC☆13Jan 2, 2019Updated 7 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆23Jul 5, 2023Updated 3 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆43Sep 7, 2023Updated 2 years ago