ordinary-differential-equations topic

Solving linear, nonlinear equations, ordinary differential equations, ... using numerical methods in fortran

planelles20

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and...

SciML

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

SciML

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

SciML

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

SciML

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

SciML

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

SciML

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning...

SciML

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

SciML

VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers

shervinea