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Luke Olson
Full Professor, Computer Science, University of Illinois, Urbana Champaign
Joined
July 2019
Names
Luke Olson
,
Luke N. Olson
Emails
****@illinois.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
Computer Science,
University of Illinois, Urbana Champaign
(illinois.edu)
2016
–
Present
Advisors, Relations & Conflicts
Coauthor
Ray Tuminaro
2021
–
2021
Coauthor
Yunhui He
2021
–
2021
Coauthor
Ravi Patel
2020
–
2021
Coauthor
Kris Beckwith
2019
–
2021
Coauthor
Eric Cyr
2018
–
2021
Coauthor
Andreas Kloeckner
2011
–
2021
Coauthor
Marcus Berndt
2020
–
2020
Coauthor
David Moulton
2018
–
2020
Coauthor
Bill Gropp
2007
–
2020
Postdoc Advisee
Huda Ibeid
2017
–
2019
PhD Advisee
Andrew Reisner
2014
–
2019
Coauthor
Franck Cappello
2012
–
2019
Coauthor
Alan Engsig-Karup
2010
–
2019
Coauthor
Marc Snir
2005
–
2019
PhD Advisee
Amanda Bienz
2013
–
2018
PhD Advisee
Jon Calhoun
2012
–
2017
PhD Advisee
Natalie Beam
2012
–
2017
PhD Advisee
Steven Dalton
2010
–
2015
PhD Advisee
James Lai
2007
–
2012
PhD Advisee
Jehanzeb Chaudhry
2006
–
2011
PhD Advisee
Jacob Schroder
2005
–
2010
PhD Advisee
Nathan Bell
2005
–
2008
PhD Advisee
David Alber
2005
–
2007
Postdoc Advisor
Jan Hesthaven
2003
–
2005
PhD Advisor
Tom Manteuffell
1999
–
2003
PhD Advisor
Steve McCormick
1999
–
2003
Expertise
multigrid
1999
–
Present
finite elements
1999
–
Present
high performance computing
1999
–
Present
numerical analysis
1999
–
Present
Publications
Generalizing Lloyd's algorithm for graph clustering
Tareq Uz Zaman
,
Nicolas Nytko
,
Ali Taghibakhshi
,
Scott P. MacLachlan
,
Luke N. Olson
,
Matthew West
2023 (modified: 23 Apr 2023)
CoRR 2023
Readers:
Everyone
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
Ali Taghibakhshi
,
Nicolas Nytko
,
Tareq-Uz-Zaman
,
Scott P. MacLachlan
,
Luke N. Olson
,
Matthew West
2023 (modified: 23 Apr 2023)
CoRR 2023
Readers:
Everyone
Learning Interface Conditions in Domain Decomposition Solvers
Ali Taghibakhshi
,
Nicolas Nytko
,
Tareq Uz Zaman
,
Scott MacLachlan
,
Luke Olson
,
Matthew West
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Learning Interface Conditions in Domain Decomposition Solvers
Ali Taghibakhshi
,
Nicolas Nytko
,
Tareq Uz Zaman
,
Scott P. MacLachlan
,
Luke N. Olson
,
Matthew West
2022 (modified: 23 Apr 2023)
CoRR 2022
Readers:
Everyone
Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation
Nicolas Nytko
,
Ali Taghibakhshi
,
Tareq-Uz-Zaman
,
Scott P. MacLachlan
,
Luke N. Olson
,
Matt West
2022 (modified: 23 Apr 2023)
CoRR 2022
Readers:
Everyone
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning
Ali Taghibakhshi
,
Scott MacLachlan
,
Luke Olson
,
Matthew West
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning
Ali Taghibakhshi
,
Scott MacLachlan
,
Luke Olson
,
Matthew West
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning
Ali Taghibakhshi
,
Scott P. MacLachlan
,
Luke N. Olson
,
Matthew West
2021 (modified: 23 Apr 2023)
NeurIPS 2021
Readers:
Everyone
IPAS: intelligent protection against silent output corruption in scientific applications
Ignacio Laguna
,
Martin Schulz
,
David F. Richards
,
Jon Calhoun
,
Luke N. Olson
Published: 01 Jan 2016, Last Modified: 13 May 2023
CGO 2016
Readers:
Everyone
Optimizing Sparse Matrix - Matrix Multiplication for the GPU
Steven Dalton
,
Luke N. Olson
,
Nathan Bell
2015 (modified: 06 May 2025)
ACM Trans. Math. Softw. 2015
Readers:
Everyone
View all 16 publications
Co-Authors
Ali Taghibakhshi
David F. Richards
Duane Merrill
Eric C. Cyr
Hans De Sterck
Ignacio Laguna
Jehanzeb Hameed Chaudhry
Jon Calhoun
Kuo Liu
Lei Tang
Martin Schulz
Matt West
Matthew West
Michael Garland
Nathan Bell
Nicolas Nytko
Scott MacLachlan
Scott P. MacLachlan
Sean Baxter
Stephen D. Bond
Stephen F. McCormick
Steven Dalton
Tareq Uz Zaman
Tareq-Uz-Zaman
Thomas A. Manteuffel