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 9 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:
- Defining requirements formally and checking them when simulating☆15Feb 14, 2025Updated last year
- A free library for modeling systems described by 1D partial differential equations.☆17May 7, 2020Updated 6 years ago
- Modelica lib. of aerodynamics&flight dynamics simulation. Under active development.☆17Aug 13, 2023Updated 2 years 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"☆32May 21, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- MATLAB/Octave scripts for anisotropic mesh adaptation, topology optimization and finite element methods☆30Apr 9, 2022Updated 4 years ago
- A collaborative benchmarking and optimization effort from NSF-NCAR, Development Seed, and NVIDIA to accelerate data-intensive geoscience …☆19Sep 1, 2025Updated 10 months ago
- ☆24Sep 29, 2021Updated 4 years ago
- Python package for 3D convolutional layers using Kolmogorov-Arnold Network (KAN)☆14May 25, 2024Updated 2 years ago
- a python library for cats and hypercats☆25Aug 29, 2025Updated 10 months ago
- 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 implementation of LULESH with MPI + X.☆12Jul 23, 2022Updated 3 years ago
- ❄️Templatable Climate Device for Home Assistant, Supports Running Actions On Service Calls.☆36Updated this week
- cane Mutiphysics is a framework for numerical simulations in engineering. cane has a BSD license Its input is made using GiD whereas the …☆15Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆22Sep 16, 2021Updated 4 years ago
- This repo contains the benchmarks for Enzyme on GPU's☆11May 28, 2026Updated last month
- The website for the Research Software Alliance☆13Updated this week
- A comprehensive C++ program for calculating molecular thermochemistry properties from quantum chemistry outputs (Gaussian, Orca, GAMESS, …☆27Feb 22, 2026Updated 4 months ago
- TorchFSM: Fourier Spectral Method with PyTorch☆60Jun 25, 2026Updated 2 weeks ago
- Intergrating Atomistic Skills into Agentic IDEs (Cursor, Claude Code, Google Antigravity, OpenClaw, etc)☆127Updated this week
- Heterogeneous Accelerator Memory Resource☆14Nov 2, 2023Updated 2 years ago
- Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the mod…☆11May 8, 2025Updated last year
- Speeding Up Your Python Codes 1000x☆12Apr 2, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆13Nov 28, 2025Updated 7 months ago
- Block-wise operations for large nD volumes☆45Jun 10, 2026Updated 3 weeks ago
- 🎵 muse: Music Separation☆11Feb 14, 2024Updated 2 years ago
- A fast, multi-target voronoi tessellator using the SYCL framework☆22Jul 15, 2025Updated 11 months ago
- This is the repository for Data Readiness Cluster to maintain the AI-ready data checklist.☆30May 26, 2026Updated last month
- ☆24Jan 12, 2021Updated 5 years ago
- ☆11Updated this week
- Minimalistic implementation for LLM-based chat assistants with Tool Use (function calling) and MCP☆36May 24, 2026Updated last month
- ☆14Jul 2, 2026Updated last week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A fast, differentiable, and extensible public BBN code☆18Jun 24, 2026Updated 2 weeks ago
- A conda-smithy repository for jaxlib.☆17Updated this week
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆19Feb 14, 2024Updated 2 years ago
- Winners of the Tick Tick Bloom: Harmful Algal Bloom Detection Challenge☆32Sep 8, 2023Updated 2 years ago
- Experimenting with kernel density estimation and (soft) histograms using tensorflow data flow graphs.☆10Dec 28, 2017Updated 8 years ago
- Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs + Adaptative Loss Weights with JAX 📓 Check out our various notebooks to g…☆48Updated this week
- ☆21Dec 3, 2025Updated 7 months ago