Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
☆48Nov 24, 2023Updated 2 years ago
Alternatives and similar repositories for APHYNITY
Users that are interested in APHYNITY are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆27May 6, 2024Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- ☆15Mar 3, 2022Updated 4 years ago
- Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling☆53Nov 14, 2021Updated 4 years ago
- An implementation using pytorch of the models presented in the Multi-View Data Generation Without View Supervision paper.☆13Sep 30, 2019Updated 6 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.
- Learning Dynamical Systems that Generalize Across Environments☆20Feb 10, 2022Updated 4 years ago
- HuggingFace diffusers' pipeline to run ZestGuide☆44Mar 19, 2024Updated 2 years ago
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆25Aug 12, 2022Updated 3 years ago
- [ICML 2019] The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects☆15Apr 12, 2020Updated 5 years ago
- ☆18Oct 1, 2025Updated 5 months ago
- Official implementation of the paper *PDE-Driven Spatiotemporal Disentanglement*☆29Mar 15, 2021Updated 5 years ago
- Datasets and code for results presented in the ProbConserv paper☆56Jun 14, 2024Updated last year
- Dynamical Systems with JAX☆12Jan 11, 2026Updated 2 months 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.
- ☆10Mar 2, 2021Updated 5 years ago
- Compressing weather and climate data into neural networks☆17May 19, 2024Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆39Jun 21, 2023Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆145Sep 11, 2024Updated last year
- Contact-Aware Symplectic Integrator Network☆16Mar 22, 2023Updated 3 years ago
- code accompanying the 2018 Soft Matter paper "Mechanics of biomimetic 4D printed structures"☆14Jul 2, 2025Updated 8 months ago
- ☆13May 28, 2021Updated 4 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆82Apr 10, 2025Updated 11 months ago
- ☆16May 21, 2020Updated 5 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.
- NMPC controller for trajectory tracking and obstacle avoidance☆17Oct 31, 2023Updated 2 years ago
- The public repository about our joint FINN research project☆37Oct 28, 2022Updated 3 years ago
- ☆69Aug 19, 2025Updated 7 months ago
- A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia☆28Jan 13, 2026Updated 2 months ago
- Neural Emulator Architectures in JAX.☆24Feb 20, 2026Updated last month
- ☆1,080Mar 18, 2026Updated last week
- ☆13Apr 7, 2022Updated 3 years ago
- QuantImPy, a Python library for scientific image processing.☆19Jun 17, 2022Updated 3 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆37Jul 9, 2025Updated 8 months ago
- Code-Implementation-of-Super-Resolution-ZOO (image & video)☆10Jul 6, 2020Updated 5 years ago
- Kolmogorov-Arnold networks (KAN) as implicit functions (like NeRF but simpler)☆15May 16, 2024Updated last year
- Computer Modern Mono proportional font☆10Jan 2, 2013Updated 13 years ago
- Encoding physics to learn reaction-diffusion processes☆111Aug 28, 2023Updated 2 years ago
- This repository provides links and information about Artificial Intelligence (AI), covering general concepts, how artifical neural networ…☆14Aug 5, 2024Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69May 22, 2024Updated last year