Viral B. Shah

28 papers A* 1Misc 1Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2022 — conf
Composing Modeling And Simulation With Machine Learning In Julia.
ANNSIM
Chris Rackauckas, Maja Gwózdz, Anand Jain, Yingbo Ma, Francesco Martinuzzi, Utkarsh Rajput, Elliot Saba, Viral B. Shah, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Avik Pal, Chris Laughman
2021 — conf
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks.
AAAI Spring Symposium: MLPS
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
Composing Modeling and Simulation with Machine Learning in Julia.
CoRR
Christopher Rackauckas, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Maja Gwózdz, Anand Jain, Chris Laughman, Yingbo Ma, Francesco Martinuzzi, Avik Pal, Utkarsh Rajput, Elliot Saba, Viral B. Shah
2021 J jnl
High-performance symbolic-numerics via multiple dispatch.
ACM Commun. Comput. Algebra
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
High-performance symbolic-numerics via multiple dispatch.
CoRR
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
ModelingToolkit: A Composable Graph Transformation System For Equation-Based Modeling.
CoRR
Yingbo Ma, Shashi Gowda, Ranjan Anantharaman, Chris Laughman, Viral B. Shah, Christopher Rackauckas
2021 J jnl
Omniscape.jl: Software to compute omnidirectional landscape connectivity.
J. Open Source Softw.
Vincent A. Landau, Viral B. Shah, Ranjan Anantharaman, Kimberly R. Hall
2021 A* conf
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
ICML
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Vincent Rackauckas
2021 J jnl
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
CoRR
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Rackauckas
2020 J jnl
ACED: Accelerated Computational Electrochemical systems Discovery.
CoRR
Rachel C. Kurchin, Eric Muckley, Lance Kavalsky, Vinay I. Hegde, Dhairya Gandhi, Xiaoyu Sun, Matthew Johnson, Alan Edelman, James E. Saal, Christopher Vincent Rackauckas, Bryce Meredig, Viral B. Shah, Venkatasubramanian Viswanathan
2020 J jnl
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks.
CoRR
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2020 — conf
Generalized Physics-Informed Learning through Language-Wide Differentiable Programming.
AAAI Spring Symposium: MLPS
Christopher Rackauckas, Alan Edelman, Keno Fischer, Mike Innes, Elliot Saba, Viral B. Shah, Will Tebbutt
2019 J jnl
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing.
CoRR
Mike Innes, Alan Edelman, Keno Fischer, Christopher Rackauckas, Elliot Saba, Viral B. Shah, Will Tebbutt
2018 J jnl
Fashionable Modelling with Flux.
CoRR
Michael Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal, Viral B. Shah
2018 J jnl
Julia: dynamism and performance reconciled by design.
Proc. ACM Program. Lang.
Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek, Lionel Zoubritzky
2017 J jnl
Julia: A Fresh Approach to Numerical Computing.
SIAM Rev.
Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah
2014 — conf
Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages.
ARRAY@PLDI
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014 J jnl
Array operators using multiple dispatch: a design methodology for array implementations in dynamic languages.
CoRR
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014 J jnl
Julia: A Fresh Approach to Numerical Computing.
CoRR
Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah
2013 — conf
Novel algebras for advanced analytics in Julia.
HPEC
Viral B. Shah, Alan Edelman, Stefan Karpinski, Jeff Bezanson, Jeremy Kepner
2012 J jnl
Julia: A Fast Dynamic Language for Technical Computing
CoRR
Jeff Bezanson, Stefan Karpinski, Viral B. Shah, Alan Edelman
2011 — ch.
Implementing Sparse Matrices for Graph Algorithms.
Graph Algorithms in the Language of Linear Algebra
Aydin Buluç, John R. Gilbert, Viral B. Shah
2011 — ch.
Some Graph Algorithms in an Array-Based Language.
Graph Algorithms in the Language of Linear Algebra
Viral B. Shah, John R. Gilbert, Steve P. Reinhardt
2008 J jnl
A Unified Framework for Numerical and Combinatorial Computing.
Comput. Sci. Eng.
John R. Gilbert, Steven P. Reinhardt, Viral B. Shah
2008 J jnl
Distributed Sparse Matrices for Very High Level Languages.
Adv. Comput.
John R. Gilbert, Steven P. Reinhardt, Viral B. Shah
2007 — conf
An Interactive Environment to Manipulate Large Graphs.
ICASSP (4)
John R. Gilbert, Viral B. Shah, Steven P. Reinhardt
2006 — conf
High-Performance Graph Algorithms from Parallel Sparse Matrices.
PARA
John R. Gilbert, Steven P. Reinhardt, Viral B. Shah
2004 Misc conf
Sparse Matrices in Matlab*P: Design and Implementation.
HiPC
Viral B. Shah, John R. Gilbert