Christopher Rackauckas

Statistics

Publications

Citations

3.7K

H-Index

Active since

2015

Affiliations

Massachusetts Institute of Technology(Current)

University of California, Irvine

Puma Biotechnology (United States)

California Institute of Technology

The University of Melbourne

Christopher Rackauckas is an author at Massachusetts Institute of Technology specializing in computer science, numerical methods for differential equations, and machine learning.

ORCID

Publications per year

2015–2023

Publications

DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia

Christopher Rackauckas, Qing Nie · Journal of Open Research Software · 2017 · 1.7K citations · Full text

Natural Sciences, Computer Science, Mathematics +17

Universal Differential Equations for Scientific Machine Learning

Christopher Rackauckas, Yingbo Ma, Carl Julius Martensen et al. · Research Square · 2020 · 623 citations · Full text

Computing, Computer Science, Physics +14

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing

Mike Innes, Alan Edelman, Keno Fischer et al. · arXiv (Cornell University) · 2019 · 130 citations · Full text

Computing, Computer Science, High-performance Computing +8

A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions

Yingbo Ma, Vaibhav Dixit, Michael Innes et al. · 2021 · 109 citations

Natural Sciences, Bioengineering, Mathematics +15

ModelingToolkit: A Composable Graph Transformation System For Equation-Based Modeling

Yingbo Ma, Shashi Gowda, Ranjan Anantharaman et al. · arXiv (Cornell University) · 2021 · 108 citations · Full text

Computing, Computer Science, Algorithms +16

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