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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

* Proceedings of the 38 th International Conference on Machine Learning, 2021 

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ACED: Accelerated Computational Electrochemical systems Discovery


Nov 10, 2020
Rachel C. Kurchin, Eric Muckley, Lance Kavalsky, Vinay Hegde, Dhairya Gandhi, Xiaoyu Sun, Matthew Johnson, Alan Edelman, James Saal, Christopher Vincent Rackauckas, Bryce Meredig, Viral Shah, Venkatasubramanian Viswanathan

* 4 pages, 1 figure, accepted to NeurIPS Climate Change and AI Workshop 2020 updating because one author's email was missing 

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Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks


Oct 19, 2020
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral Shah, Alan Edelman, Chris Rackauckas


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Fashionable Modelling with Flux


Nov 01, 2018
Michael Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal Singh, Viral Shah


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