A toolkit with data-driven pipelines for physics-informed machine learning.
☆202Sep 17, 2025Updated last year
Alternatives and similar repositories for simulai
Users that are interested in simulai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Jan 19, 2026Updated 8 months ago
- Physics-Informed Neural networks for Advanced modeling☆798Oct 6, 2026Updated last week
- A tool for benchmarking and hyper-parameter optimization over any executable. Leverages MLFlow for experiment logging, optuna for hyperpa…☆34Jun 26, 2026Updated 3 months ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Inverse modelling framework for dynamical systems characterised by complex dynamics.☆13Oct 16, 2025Updated 11 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.
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆15Nov 19, 2021Updated 4 years ago
- Fluid-Structure-Interaction in deal.II☆14Sep 24, 2026Updated 2 weeks ago
- A python library for curating ML-ready geospatial dataset☆44Oct 4, 2026Updated last week
- Python-based Process Operability Package☆28Aug 17, 2026Updated last month
- A library for scientific machine learning and physics-informed learning☆4,463Aug 18, 2026Updated last month
- The repository analyzes EarthEngine App source codes provided by the ee-appshot (https://github.com/samapriya/ee-appshot) repository.☆12Apr 18, 2023Updated 3 years ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆55Sep 14, 2024Updated 2 years ago
- Numpy compatible polynomial representation☆16Updated this week
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆40May 15, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 11 months ago
- JAX-LaB: Accelerated, differentiable multiphase Lattice Boltzmann library using JAX☆33Aug 30, 2026Updated last month
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆3,343Updated this week
- Integrating Devito operators into PyTorch☆13Mar 17, 2021Updated 5 years ago
- PyForFluids: Fluids Properties Based on Equations of State☆38Aug 28, 2024Updated 2 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 4 years ago
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆33Oct 4, 2026Updated last week
- This repository explores a variety of data visualization techniques, with a particular focus on applications in the hospitality domain. I…☆41Oct 16, 2025Updated 11 months ago
- A ML framework for the SOD2D CFD solver using SmartSim☆20Nov 18, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Cellular automata creation and analysis tools☆28Aug 16, 2026Updated last month
- ☆35Jan 5, 2024Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Oct 13, 2025Updated last year
- Modeling in Chemical Technology: Numerical Calculations with Python☆40Dec 12, 2021Updated 4 years ago
- IBM's OpenSource reference implementation of the TensorLakeHouse☆16Sep 26, 2026Updated 2 weeks ago
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆334Apr 28, 2026Updated 5 months ago
- A collection of MATLAB tools and utilities☆13Jan 5, 2015Updated 11 years ago
- Multi-task physics-informed neural networks☆25Oct 29, 2022Updated 3 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆118Mar 1, 2022Updated 4 years 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.
- Code for "Effective Bayesian Heteroscedastic Regression with Deep Neural Networks" (NeurIPS 2023)☆26Mar 21, 2025Updated last year
- OSS library that implements deep learning methods for partial differential equations and much more☆471Jun 12, 2026Updated 4 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆368Dec 20, 2023Updated 2 years ago
- DiffNet: A FEM based neural PDE solver package☆12Apr 9, 2024Updated 2 years ago
- A place to share problems solved with SciANN☆312Nov 6, 2023Updated 2 years ago
- A comprehensive collection of 25+ recurrent neural network layers for Lux.jl☆19Sep 27, 2026Updated 2 weeks ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,214Mar 30, 2026Updated 6 months ago