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Christopher Rackauckas

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Differentiating Metropolis-Hastings to Optimize Intractable Densities

Jun 30, 2023
Gaurav Arya, Ruben Seyer, Frank Schäfer, Kartik Chandra, Alexander K. Lew, Mathieu Huot, Vikash K. Mansinghka, Jonathan Ragan-Kelley, Christopher Rackauckas, Moritz Schauer

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Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach

Mar 22, 2023
Vinicius V. Santana, Erbet Costa, Carine M. Rebello, Ana Mafalda Ribeiro, Christopher Rackauckas, Idelfonso B. R. Nogueira

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Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs)

Feb 04, 2022
Avik Pal, Alan Edelman, Christopher Rackauckas

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High-performance symbolic-numerics via multiple dispatch

May 12, 2021
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwozdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas

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Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics

May 09, 2021
Avik Pal, Yingbo Ma, Viral Shah, Christopher Rackauckas

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Stiff Neural Ordinary Differential Equations

Mar 29, 2021
Suyong Kim, Weiqi Ji, Sili Deng, Christopher Rackauckas

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Signal Enhancement for Magnetic Navigation Challenge Problem

Jul 23, 2020
Albert R. Gnadt, Joseph Belarge, Aaron Canciani, Lauren Conger, Joseph Curro, Alan Edelman, Peter Morales, Michael F. O'Keeffe, Jonathan Taylor, Christopher Rackauckas

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Universal Differential Equations for Scientific Machine Learning

Jan 13, 2020
Christopher Rackauckas, Yingbo Ma, Julius Martensen, Collin Warner, Kirill Zubov, Rohit Supekar, Dominic Skinner, Ali Ramadhan

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