Applied Mathematics Instructor at MIT, researching numerical differential equations and their applications to scientific machine learning (SciML)
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.
Julia - Released: 11 May 2016 - 2,853
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 automated transformations of differential equations
Julia - Released: 27 Feb 2018 - 1,369
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
Julia - Released: 22 Oct 2016 - 506
Symbolic expressions, rewriting and simplification
Julia - Released: 09 Feb 2020 - 502
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
Julia - Released: 16 Nov 2018 - 434
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
Julia - Released: 06 May 2020 - 655
A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
Julia - Released: 08 Aug 2019 - 202
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.
Julia - Released: 15 Jan 2019 - 112
Julia-based implementation of ellipsis array indexing notation `..`
Julia - Released: 30 May 2016 - 85
Contributor's Guide on Collaborative Practices for Community Packages
Julia - Released: 21 Jun 2020 - 117
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Julia - Released: 10 Nov 2020 - 44
This package contains a macro for converting expressions to use muladd calls and fused-multiply-add (FMA) operations for high-performance in the SciML scientific machine learning ecosystem
Julia - Released: 31 Jul 2017 - 45
The SciML Scientific Machine Learning Software Organization Website
CSS - Released: 26 Nov 2016 - 49
Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization
Julia - Released: 23 Nov 2019 - 20