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Christopher Rackauckas
Christopher Rackauckas
Research Affiliate
Dr. Chris Rackauckas is the VP of Modeling and Simulation at JuliaHub, the Director of Scientific Research at Pumas-AI, Co-PI of the Julia Lab at MIT, and the lead developer of the SciML Open Source Software Organization. For his work in mechanistic machine learning, his work is credited for the 15,000x acceleration of NASA Launch Services simulations and recently demonstrated a 60x-570x acceleration over Modelica tools in HVAC simulation, earning Chris the US Air Force Artificial Intelligence Accelerator Scientific Excellence Award. See more at https://chrisrackauckas.com/. He is the lead developer of the Pumas project and has received a top presentation award at every ACoP in the last 3 years for improving methods for uncertainty quantification, automated GPU acceleration of nonlinear mixed effects modeling (NLME), and machine learning assisted construction of NLME models with DeepNLME. For these achievements, Chris received the Emerging Scientist award from ISoP.
Massachusetts Institute of Technology

Public Documents 14
May 18, 2021
ModelingToolkit, Modelica, and Modia: The Composable Modeling Future in Julia
Christopher Rackauckas
May 18, 2021
GPU-Accelerated ODE Solving in R with Julia, the Language of Libraries
Christopher Rackauckas
May 18, 2021
Generalizing Automatic Differentiation to Automatic Sparsity, Uncertainty, Stability,...
Christopher Rackauckas
March 24, 2020
How Inexact Models Can Guide Decision Making in Quantitative Systems Pharmacology
Christopher Rackauckas
August 20, 2019
The Essential Tools of Scientific Machine Learning (Scientific ML)
Christopher Rackauckas
June 05, 2019
Neural Jump SDEs (Jump Diffusions) and Neural PDEs
Christopher Rackauckas
August 18, 2018
Finalizing Your Julia Package: Documentation, Testing, Coverage, and Publishing
Christopher Rackauckas
August 18, 2018
I Like Julia Because It Scales and Is Productive: Some Insights From A Julia Develope...
Christopher Rackauckas
August 18, 2018
7 Julia Gotchas and How to Handle Them
Christopher Rackauckas
August 18, 2018
Optimal Number of Workers for Parallel Julia
Christopher Rackauckas
August 18, 2018
Modular Algorithms for Scientific Computing in Julia
Christopher Rackauckas
August 18, 2018
Type-Dispatch Design: Post Object-Oriented Programming for Julia
Christopher Rackauckas
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