A lightweight framework for building Physics-Informed Neural Networks (PINNs) with symbolic PDE definitions using SymPy and automatic differentiation in PyTorch. It provides flexible neural architectures, inverse parameter estimation, and automatic loss generation from PDEs, conditions, and data.
☆71Sep 30, 2025Updated 8 months ago
Alternatives and similar repositories for pinnfactory
Users that are interested in pinnfactory are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A free library for modeling systems described by 1D partial differential equations.☆17May 7, 2020Updated 6 years ago
- ELM AI Agentic Framework.☆22Sep 19, 2025Updated 8 months ago
- Interface to connect Reinforcement Learning libraries to Functional Mock-up Units for control under uncertainties☆31Sep 3, 2025Updated 9 months ago
- Free library that provides a neural network mathematical model.☆18Apr 8, 2025Updated last year
- [NeurIPS 2025] Official code for "Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms"☆31May 21, 2026Updated 3 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- MATLAB/Octave scripts for anisotropic mesh adaptation, topology optimization and finite element methods☆30Apr 9, 2022Updated 4 years ago
- Materials related to the 2024-2025 mini course on Probabilistic Models and Bayesian Methods at the Faculty of Finance at Kharazmi Univers…☆26Jun 12, 2025Updated last year
- A collaborative benchmarking and optimization effort from NSF-NCAR, Development Seed, and NVIDIA to accelerate data-intensive geoscience …☆19Sep 1, 2025Updated 9 months ago
- ☆19Mar 9, 2026Updated 3 months ago
- A curated list of Soft Robotics resources, projects, courses, books, video lectures, papers, journals and articles.☆20Mar 5, 2024Updated 2 years ago
- ☆24Sep 29, 2021Updated 4 years ago
- Python package for 3D convolutional layers using Kolmogorov-Arnold Network (KAN)☆14May 25, 2024Updated 2 years ago
- FoKL-GP implements Karhunen-Loève decomposed Gaussian processes with built-in forward variable selection. Decomposed GPs are key to embed…☆18May 19, 2026Updated 3 weeks ago
- a python library for cats and hypercats☆25Aug 29, 2025Updated 9 months 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.
- A wiki for the Geospatial Technology Community of Practice, seeking to connect technologists, practitioners, and enthusiasts working in t…☆15Sep 19, 2023Updated 2 years ago
- Julia HPC miniapp using parallel models (MPI.jl, CUDA.jl, AMDGPU.jl, ADIOS2.jl) and Jupyter/Pluto.jl notebooks☆24Updated this week
- ❄️Templatable Climate Device for Home Assistant, Supports Running Actions On Service Calls.☆33Jun 2, 2026Updated 2 weeks ago
- Official Implementation for Inference-time Scaling of Diffusion Models through Classical Search☆33Oct 8, 2025Updated 8 months ago
- ☆17Jun 25, 2022Updated 3 years ago
- ☆22Sep 16, 2021Updated 4 years ago
- This repo contains the benchmarks for Enzyme on GPU's☆11May 28, 2026Updated 2 weeks ago
- Chemical Data Science and Engineering - University of Toronto☆24Nov 21, 2025Updated 6 months ago
- Homepage☆13Dec 20, 2025Updated 5 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.
- ☆21Oct 10, 2024Updated last year
- Flux tutorial slides and materials☆25Mar 21, 2026Updated 2 months ago
- TorchFSM: Fourier Spectral Method with PyTorch☆59Jun 1, 2026Updated 2 weeks ago
- Library to visualize huge tables in web environments☆10Aug 30, 2022Updated 3 years ago
- A Code Generator that creates native C/C++ code to build Functional Mock-Up Units (FMU) with support for FMI version 2.0 (rollback)☆55May 21, 2025Updated last year
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆11Nov 8, 2023Updated 2 years ago
- MatAgent: A generative framework for interpretable and targeted inorganic materials design using diffusion-based generation, property pre…☆18Dec 11, 2025Updated 6 months ago
- Web page of Frank Nielsen☆29May 14, 2026Updated last month
- Bayesian Optimization with multiple tiers of objectives, which can flexibly depend on model inputs and outputs☆14Sep 10, 2025Updated 9 months 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.
- Heterogeneous Accelerator Memory Resource☆14Nov 2, 2023Updated 2 years ago
- Repository for "Inverse Kinematics of Tendon Driven Continuum Robots using Invertible Neural Network" (CompAuto 2022)☆27Jun 11, 2023Updated 3 years ago
- ☆13Nov 28, 2025Updated 6 months ago
- Neural Architecture Search + Cascades | Best Paper @ GECCO 2022☆15Sep 5, 2023Updated 2 years ago
- Block-wise operations for large nD volumes☆45Jun 10, 2026Updated last week
- CrysText: A Generative AI Approach for Text-Conditioned Crystal Structure Generation using LLM☆20Nov 3, 2025Updated 7 months ago
- 🎵 muse: Music Separation☆11Feb 14, 2024Updated 2 years ago