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ORCIDViral B. Shah
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Journal Articles
- 2021
[j6]Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas:
High-performance symbolic-numerics via multiple dispatch. ACM Commun. Comput. Algebra 55(3): 92-96 (2021)- [j5]Vincent A. Landau
, Viral B. Shah, Ranjan Anantharaman, Kimberly R. Hall:
Omniscape.jl: Software to compute omnidirectional landscape connectivity. J. Open Source Softw. 6(57): 2829 (2021) - 2018
- [j4]Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek, Lionel Zoubritzky:
Julia: dynamism and performance reconciled by design. Proc. ACM Program. Lang. 2(OOPSLA): 120:1-120:23 (2018) - 2017
- [j3]Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah:
Julia: A Fresh Approach to Numerical Computing. SIAM Rev. 59(1): 65-98 (2017) - 2008
- [j2]John R. Gilbert, Steven P. Reinhardt, Viral B. Shah:
Distributed Sparse Matrices for Very High Level Languages. Adv. Comput. 72: 225-252 (2008) - [j1]John R. Gilbert, Steven P. Reinhardt, Viral B. Shah:
A Unified Framework for Numerical and Combinatorial Computing. Comput. Sci. Eng. 10(2): 20-25 (2008)
Conference and Workshop Papers
- 2022
- [c9]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:
Composing Modeling And Simulation With Machine Learning In Julia. ANNSIM 2022: 1-17 - 2021
- [c8]Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas:
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. AAAI Spring Symposium: MLPS 2021 - [c7]Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Vincent Rackauckas:
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. ICML 2021: 8325-8335 - 2020
- [c6]Christopher Rackauckas, Alan Edelman, Keno Fischer, Mike Innes, Elliot Saba, Viral B. Shah, Will Tebbutt:
Generalized Physics-Informed Learning through Language-Wide Differentiable Programming. AAAI Spring Symposium: MLPS 2020 - 2014
- [c5]Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman:
Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages. ARRAY@PLDI 2014: 56-61 - 2013
- [c4]Viral B. Shah, Alan Edelman, Stefan Karpinski, Jeff Bezanson, Jeremy Kepner:
Novel algebras for advanced analytics in Julia. HPEC 2013: 1-4 - 2007
- [c3]John R. Gilbert, Viral B. Shah, Steven P. Reinhardt:
An Interactive Environment to Manipulate Large Graphs. ICASSP (4) 2007: 1201-1204 - 2006
- [c2]John R. Gilbert, Steven P. Reinhardt, Viral B. Shah:
High-Performance Graph Algorithms from Parallel Sparse Matrices. PARA 2006: 260-269 - 2004
- [c1]Viral B. Shah, John R. Gilbert:
Sparse Matrices in Matlab*P: Design and Implementation. HiPC 2004: 144-155
Parts in Books or Collections
- 2011
- [p2]Viral B. Shah, John R. Gilbert, Steve P. Reinhardt:
Some Graph Algorithms in an Array-Based Language. Graph Algorithms in the Language of Linear Algebra 2011: 29-43 - [p1]Aydin Buluç, John R. Gilbert, Viral B. Shah:
Implementing Sparse Matrices for Graph Algorithms. Graph Algorithms in the Language of Linear Algebra 2011: 287-313
Informal and Other Publications
- 2021
- [i11]Yingbo Ma, Shashi Gowda, Ranjan Anantharaman, Chris Laughman, Viral B. Shah, Christopher Rackauckas:
ModelingToolkit: A Composable Graph Transformation System For Equation-Based Modeling. CoRR abs/2103.05244 (2021) - [i10]Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Rackauckas:
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. CoRR abs/2105.03918 (2021) - [i9]Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas:
High-performance symbolic-numerics via multiple dispatch. CoRR abs/2105.03949 (2021) - [i8]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:
Composing Modeling and Simulation with Machine Learning in Julia. CoRR abs/2105.05946 (2021) - 2020
- [i7]Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas:
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. CoRR abs/2010.04004 (2020) - [i6]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:
ACED: Accelerated Computational Electrochemical systems Discovery. CoRR abs/2011.04426 (2020) - 2019
- [i5]Mike Innes, Alan Edelman, Keno Fischer, Christopher Rackauckas, Elliot Saba, Viral B. Shah, Will Tebbutt:
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing. CoRR abs/1907.07587 (2019) - 2018
- [i4]Michael Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal, Viral B. Shah:
Fashionable Modelling with Flux. CoRR abs/1811.01457 (2018) - 2014
- [i3]Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman:
Array operators using multiple dispatch: a design methodology for array implementations in dynamic languages. CoRR abs/1407.3845 (2014) - [i2]Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah:
Julia: A Fresh Approach to Numerical Computing. CoRR abs/1411.1607 (2014) - 2012
- [i1]Jeff Bezanson, Stefan Karpinski, Viral B. Shah, Alan Edelman:
Julia: A Fast Dynamic Language for Technical Computing. CoRR abs/1209.5145 (2012)
Coauthor Index
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