#Sciml
Showing 9 of 9 repositories tagged #sciml, ranked by stars
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Distributed High-Performance Symbolic Regression in Julia
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
Reservoir computing utilities for scientific machine learning (SciML)
A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
Differentiable Reacting Flow Modeling Software
Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)