Astroinformatics / ScientificMachineLearningLinks
☆36Updated last year
Alternatives and similar repositories for ScientificMachineLearning
Users that are interested in ScientificMachineLearning are comparing it to the libraries listed below
Sorting:
- Training materials for ModelingToolkit and JuliaSim☆38Updated 2 years ago
- No need to train, he's a smooth operator☆44Updated 7 months ago
- Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks☆56Updated 3 months ago
- Physics-Enhanced Regression for Initial Value Problems☆20Updated last year
- Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.☆22Updated last year
- Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing☆129Updated 2 months ago
- Structure Preserving Machine Learning Models in Julia☆48Updated this week
- Taylor-mode automatic differentiation for higher-order derivatives☆79Updated 3 weeks ago
- Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration …☆114Updated last week
- Fast uncertainty quantification for scientific machine learning (SciML) and differential equations☆69Updated last month
- Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia☆63Updated 10 months ago
- A Review of Sensitivity Methods for Differential Equations☆31Updated 7 months ago
- Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations☆45Updated last month
- Global documentation for the Julia SciML Scientific Machine Learning Organization☆74Updated last week
- Code for paper https://arxiv.org/abs/2306.07961☆53Updated last year
- Fast and automatic structural identifiability software for ODE systems☆122Updated last week
- The SciML Scientific Machine Learning Software Organization Website☆59Updated 2 weeks ago
- Ridiculously fast symbolic expressions☆120Updated 2 weeks ago
- A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.☆122Updated 8 months ago
- Machine learning from scratch in Julia☆31Updated 4 months ago
- Methods for computational information geometry☆46Updated this week
- Lecture notes for M3M6 Methods of Mathematical Physics☆43Updated 4 years ago
- A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)☆51Updated 8 months ago
- Workshop materials for training in scientific computing and scientific machine learning☆39Updated last year
- Fast matrix multiplication and division for Toeplitz matrices in Julia☆71Updated 7 months ago
- A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs wi…☆80Updated 6 months ago
- Introduction to Scientific Programming and Machine Learning with Julia☆52Updated 9 months ago
- A package for multi-dimensional integration using monte carlo methods☆39Updated last year
- ☆87Updated 3 years ago
- An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.☆34Updated 3 years ago