Hendrik Ranocha

Assistant Professor analyzing & developing numerical methods for differential equations, focusing on stability, mimetic properties & structure preservation

Ecosystems: The Julia Language, Python, SciPy, Cuda, R, macOS, Jupyter Notebook

Projects

DifferentialEquations.jl

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

CUDA.jl

CUDA programming in Julia.

Julia - Released: 06 Sep 2019 - 1,151

OrdinaryDiffEq.jl

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

Interpolations.jl

Fast, continuous interpolation of discrete datasets in Julia

Julia - Released: 27 Aug 2014 - 530

Trixi.jl

Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Julia

Julia - Released: 18 Aug 2020 - 496

KernelAbstractions.jl

Heterogeneous programming in Julia

Julia - Released: 31 Jan 2020 - 344

Calculus.jl

Calculus functions in Julia

Julia - Released: 23 Dec 2012 - 272

Combinatorics.jl

A combinatorics library for Julia

Julia - Released: 27 Mar 2013 - 208

AlgebraicMultigrid.jl

Algebraic Multigrid in Julia

Julia - Released: 15 Sep 2017 - 117

SummationByPartsOperators.jl

A Julia library of summation-by-parts (SBP) operators used in finite difference, Fourier pseudospectral, continuous Galerkin, and discontinuous Galerkin methods to get provably stable semidiscretizations, paying special attention to boundary conditions.

Julia - Released: 16 Dec 2017 - 97

Metal.jl

Metal programming in Julia

Julia - Released: 08 May 2020 - 322

Integrals.jl

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

Julia - Released: 08 Aug 2019 - 202

oneAPI.jl

Julia support for the oneAPI programming toolkit.

Julia - Released: 02 Apr 2020 - 171

BFloat16s.jl

Julia implementation for the BFloat16 number type

Julia - Released: 31 Aug 2018 - 48

PolyChaos.jl

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

Julia - Released: 15 Jan 2019 - 112

EllipsisNotation.jl

Julia-based implementation of ellipsis array indexing notation `..`

Julia - Released: 30 May 2016 - 85

BSeries.jl

Computing with B-series in Julia

Julia - Released: 17 Sep 2021 - 25

GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

Julia - Released: 10 Nov 2020 - 44

MuladdMacro.jl

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

sciml.ai

The SciML Scientific Machine Learning Software Organization Website

CSS - Released: 26 Nov 2016 - 49

HierarchicalMatrices.jl

Julia package for hierarchical matrices

Julia - Released: 16 Jan 2017 - 26

SciPyDiffEq.jl

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

Julia - Released: 23 Nov 2019 - 20

CLFFT.jl

Julia bindings for AMD's clFFT library

Julia - Released: 15 Nov 2013 - 16