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DifferentialEquations.jl

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Scopus Author ID: 56716270700

Keywords

stochastic dynamics, developmental biology, cancer biology, numerical analysis, SPDEs

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United States

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Employment (1)

Massachusetts Institue of Technology: Boston, Massachusetts, US

2018-09-01 to present | Applied Mathematics Instructor (Mathematics)
Employment
Source: Self-asserted source
Christopher Rackauckas

Education and qualifications (1)

University of California Irvine: Irvine, CA, US

2013 to 2018 | Ph.D Student (Mathematics)
Education
Source: Self-asserted source
Christopher Rackauckas

Works (31)

Performance Bounds for Quantum Feedback Control

IEEE Transactions on Automatic Control
2024 | Journal article
DOI: 10.1109/TAC.2024.3416008
Contributors: Flemming Holtorf; Frank Schäfer; Julian Arnold; Christopher V. Rackauckas; Alan Edelman
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DataInterpolations.jl: Fast Interpolations of 1D data

Journal of Open Source Software
2024-09-05 | Journal article
DOI: 10.21105/joss.06917
Contributors: Sathvik Bhagavan; Bart de Koning; Shubham Maddhashiya; Christopher Rackauckas
Source: check_circle
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Hybrid Symbolic-Numeric and Numerically-Assisted Symbolic Integration

2024-07-16 | Conference paper
DOI: 10.1145/3666000.3669714
Contributors: Shahriar Iravanian; Shashi Gowda; Christopher Rackauckas
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Extending JumpProcesses.jl for fast point process simulation with time-varying intensities

JuliaCon Proceedings
2024-04-23 | Journal article
DOI: 10.21105/jcon.00133
Contributors: Guilherme Zagatti; Samuel Isaacson; Christopher Rackauckas; Vasily Ilin; See-Kiong Ng; Stéphane Bressan
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Scientific Machine Learning (SciML) Surrogates for Industry, Part 1: The Guiding Questions

2024-03-22 | Preprint
DOI: 10.31219/osf.io/p95zn
Contributors: Christopher Vincent Rackauckas; Anas Abdelrehim
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Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach

Chemical Engineering Science
2023-12 | Journal article
DOI: 10.1016/j.ces.2023.119223
Contributors: Vinicius V. Santana; Erbet Costa; Carine M. Rebello; Ana Mafalda Ribeiro; Christopher Rackauckas; Idelfonso B.R. Nogueira
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Increasing spectral DCM flexibility and speed by leveraging Julia’s ModelingToolkit and automated differentiation

2023-11-01 | Preprint
DOI: 10.1101/2023.10.27.564407
Contributors: David Hofmann; Anthony G. Chesebro; Chris Rackauckas; Lilianne R. Mujica-Parodi; Karl J. Friston; Alan Edelman; Helmut H. Strey
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Uncertainty quantified discovery of chemical reaction systems via Bayesian scientific machine learning

2023-09-15 | Preprint
DOI: 10.1101/2023.09.11.557164
Contributors: Emily Nieves; Raj Dandekar; Chris Rackauckas
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Julia for biologists

Nature Methods
2023-05 | Journal article
DOI: 10.1038/s41592-023-01832-z
Contributors: Elisabeth Roesch; Joe G. Greener; Adam L. MacLean; Huda Nassar; Christopher Rackauckas; Timothy E. Holy; Michael P. H. Stumpf
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Plots.jl – A User Extendable Plotting API for the Julia Programming Language

Journal of Open Research Software
2023-02-14 | Journal article
DOI: 10.5334/jors.431
Contributors: Simon Christ; Daniel Schwabeneder; Christopher Rackauckas; Michael Krabbe Borregaard; Thomas Breloff
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Continuous-time echo state networks for predicting power system dynamics

Electric Power Systems Research
2022-11 | Journal article
DOI: 10.1016/j.epsr.2022.108562
Contributors: Ciaran Roberts; José Daniel Lara; Rodrigo Henriquez-Auba; Matthew Bossart; Ranjan Anantharaman; Chris Rackauckas; Bri-Mathias Hodge; Duncan S. Callaway
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Validation and parameterization of a novel physics-constrained neural dynamics model applied to turbulent fluid flow

Physics of Fluids
2022-11 | Journal article
DOI: 10.1063/5.0122115
Contributors: Varun Shankar; Gavin D. Portwood; Arvind T. Mohan; Peetak P. Mitra; Dilip Krishnamurthy; Christopher Rackauckas; Lucas A. Wilson; David P. Schmidt; Venkatasubramanian Viswanathan
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Capturing missing physics in climate model parameterizations using neural differential equations

2022-10-03 | Preprint
DOI: 10.1002/essoar.10512533.1
Contributors: Ali Ramadhan; John C Marshall; Andre Nogueira Souza; Xin Kai Lee; Ulyana Piterbarg; Adeline Hillier; Gregory LeClaire Wagner; Christopher Rackauckas; Chris Hill; Jean-Michel Campin et al.
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GlobalSensitivity.jl: Performant and Parallel Global Sensitivity Analysis with Julia

Journal of Open Source Software
2022-08-17 | Journal article
DOI: 10.21105/joss.04561
Contributors: Vaibhav Kumar Dixit; Christopher Rackauckas
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Catalyst: Fast and flexible modeling of reaction networks

2022-08-02 | Preprint
DOI: 10.1101/2022.07.30.502135
Contributors: Torkel E. Loman; Yingbo Ma; Vasily Ilin; Shashi Gowda; Niklas Korsbo; Nikhil Yewale; Chris Rackauckas; Samuel A. Isaacson
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Stably Accelerating Stiff Quantitative Systems Pharmacology Models: Continuous-Time Echo State Networks as Implicit Machine Learning

2021-10-12 | Other
DOI: 10.1101/2021.10.10.463808
Contributors: Ranjan Anantharaman; Anas Abdelrehim; Anand Jain; Avik Pal; Danny Sharp; Utkarsh; Chris Rackauckas
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Safe Blues: The case for virtual safe virus spread in the long-term fight against epidemics

Patterns
2021-03 | Journal article
DOI: 10.1016/j.patter.2021.100220
Contributors: Raj Dandekar; Shane G. Henderson; Hermanus M. Jansen; Joshua McDonald; Sarat Moka; Yoni Nazarathy; Christopher Rackauckas; Peter G. Taylor; Aapeli Vuorinen
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Efficient Precision Dosing Under Estimated Uncertainties via Koopman Expectations of Bayesian Posteriors with Pumas

2021-01-27 | Preprint
DOI: 10.1101/2021.01.25.428134
Contributors: Chris Rackauckas; Vaibhav Dixit; Adam R. Gerlach; Vijay Ivaturi
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A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread

Patterns
2020-12 | Journal article
DOI: 10.1016/j.patter.2020.100145
Contributors: Raj Dandekar; Chris Rackauckas; George Barbastathis
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Implications of delayed reopening in controlling the COVID-19 surge in Southern and West-Central USA

2020-12-03 | Other
DOI: 10.1101/2020.12.01.20242172
Contributors: Raj Dandekar; Emma Wang; George Barbastathis; Chris Rackauckas
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Accelerated Predictive Healthcare Analytics with Pumas, A High Performance Pharmaceutical Modeling and Simulation Platform

2020-11-30 | Preprint
DOI: 10.1101/2020.11.28.402297
Contributors: Chris Rackauckas; Yingbo Ma; Andreas Noack; Vaibhav Dixit; Patrick Kofod Mogensen; Chris Elrod; Mohammad Tarek; Simon Byrne; Shubham Maddhashiya; José Bayoán Santiago Calderón et al.
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Universal Differential Equations for Scientific Machine Learning

2020-08-31 | Other
DOI: 10.21203/rs.3.rs-55125/v1
Contributors: Christopher Rackauckas; Yingbo Ma; Julius Martensen; Collin Warner; Kirill Zubov; Rohit Supekar; Dominic Skinner; Ali Ramadhan; Alan Edelman
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Confederated modular differential equation APIs for accelerated algorithm development and benchmarking

Advances in Engineering Software
2019-06 | Journal article
DOI: 10.1016/j.advengsoft.2019.03.009
Contributors: Christopher Rackauckas; Qing Nie
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Interdisciplinary Case Study: How Mathematicians and Biologists Found Order in Cellular Noise

iScience
2018-10 | Journal article
DOI: 10.1016/j.isci.2018.10.002
Part of ISSN: 2589-0042
Contributors: Christopher Rackauckas; Thomas Schilling; Qing Nie
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Christopher Rackauckas via Crossref Metadata Search
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Mean-Independent Noise Control of Cell Fates via Intermediate States

iScience
2018-05 | Journal article
DOI: 10.1016/j.isci.2018.04.002
Part of ISSN: 2589-0042
Contributors: Christopher Rackauckas; Thomas Schilling; Qing Nie
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Christopher Rackauckas via Crossref Metadata Search
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DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia

Journal of Open Research Software
2017-05-25 | Journal article
DOI: 10.5334/jors.151
Contributors: Christopher Rackauckas; Qing Nie
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Adaptive methods for stochastic differential equations via natural embeddings and rejection sampling with memory

Discrete and Continuous Dynamical Systems - Series B
2017-04 | Journal article
DOI: 10.3934/dcdsb.2017133
Contributors: Qing Nie; Christopher Rackauckas
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Noise modulation in retinoic acid signaling sharpens segmental boundaries of gene expression in the embryonic zebrafish hindbrain

eLife
2016-04-12 | Journal article
DOI: 10.7554/eLife.14034
Contributors: Julian Sosnik; Likun Zheng; Christopher V Rackauckas; Michelle Digman; Enrico Gratton; Qing Nie; Thomas F Schilling
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On the Budyko-Sellers energy balance climate model with ice line coupling

DCDS-B
2015-07 | Journal article
DOI: 10.3934/dcdsb.2015.20.2187
Contributors: James Walsh; Christopher Rackauckas
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Assessment of Statistical Methods for Water Quality Monitoring in Maryland's Tidal Waterways

SIURO
2013 | Journal article
DOI: 10.1137/12s012070
Contributors: Rosemary K. Le; Christopher V. Rackauckas; Anne S. Ross; Nehemias Ulloa
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A Comparison Between Differential Equation Solver Suites In MATLAB, R, Julia, Python, C, Mathematica, Maple, and Fortran

The Winnower
Other
DOI: 10.15200/winn.153459.98975
Contributors: Christopher Rackauckas
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Peer review (1 review for 1 publication/grant)

Review activity for PLoS computational biology. (1)
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