The public repository about our joint FINN research project
☆38Oct 28, 2022Updated 4 years ago
Alternatives and similar repositories for finn
Users that are interested in finn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Research experiments☆10Mar 3, 2025Updated last year
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Jul 23, 2020Updated 6 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆38Jul 5, 2021Updated 5 years ago
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 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.
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- 🏛- Library used to access and handle the Dataverse installation DaRUS of the University of Stuttgart.☆10Jul 18, 2022Updated 4 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- AI-CFD hybrid solver.☆20Apr 21, 2026Updated 6 months ago
- Example code to speed up GP inference with gradients for high-dimensional inputs.☆14Jul 12, 2021Updated 5 years ago
- Turbulent flow network source code☆72Mar 14, 2025Updated last year
- GEPS: Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning☆10Nov 19, 2024Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆88Apr 10, 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.
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆42Jun 21, 2024Updated 2 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Ensembe PINN for improved inverse modeling☆11Apr 26, 2023Updated 3 years ago
- Implementation for "DeltaPhi: Learning Physical Trajectory Residual for PDE Solving"☆13Jun 17, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 4 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24May 13, 2024Updated 2 years ago
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Mar 31, 2021Updated 5 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 3 years ago
- ☆10Dec 17, 2019Updated 6 years ago
- ☆12Apr 11, 2022Updated 4 years ago
- POD-PINN code and manuscript☆62Nov 10, 2024Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Physics informed neural network for learning seepage flow models☆22May 3, 2023Updated 3 years ago
- ☆16Nov 17, 2021Updated 4 years ago
- Score-Guided Planning☆16Jun 29, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- DiffNet: A FEM based neural PDE solver package☆12Apr 9, 2024Updated 2 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆21Sep 14, 2022Updated 4 years ago
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 3 years ago
- ☆29Jun 12, 2025Updated last year
- ☆118Feb 5, 2025Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆29Nov 6, 2024Updated last year
- ☆12Oct 4, 2021Updated 5 years ago