Michael Kruse

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All published works

Action	Title	Year	Authors
+	ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales	2024	Xingfu Wu Prasanna Balaprakash Michael Kruse Jaehoon Koo Brice Videau Paul Hovland Valerie Taylor Brad Geltz Siddhartha Jana Mary Hall
+ PDF Chat	Integrating ytopt and libEnsemble to autotune OpenMC	2024	Xingfu Wu John Tramm Jeffrey Larson John-Luke Navarro Prasanna Balaprakash Brice Videau Michael Kruse Paul Hovland Valerie Taylor Mary Hall
+ PDF Chat	Integrating ytopt and libEnsemble to Autotune OpenMC	2024	Xingfu Wu John Tramm Jeffrey Larson John-Luke Navarro Prasanna Balaprakash Brice Videau Michael Kruse Paul Hovland Valerie Taylor Mary Hall
+ PDF Chat	Transfer-learning-based Autotuning using Gaussian Copula	2023	Thomas Randall Jaehoon Koo Brice Videau Michael Kruse Xingfu Wu Paul Hovland Mary Hall Rong Ge Prasanna Balaprakash
+	ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales	2023	Xingfu Wu Prasanna Balaprakash Michael Kruse Jaehoon Koo Brice Videau Paul Hovland Valerie Taylor Brad Geltz Siddhartha Jana Mary Hall
+	Improving nuclear data evaluations with predictive reaction theory and indirect measurements	2023	Jutta Escher Kirana Bergstrom E. V. Chimanski Oliver Gorton Eun Jin In Michael Kruse S. Péru C. D. Pruitt Rida Rahman Emily Shinkle
+ PDF Chat	Improving nuclear data evaluations with predictive reaction theory and indirect measurements	2023	Jutta Escher Kirana Bergstrom E. V. Chimanski Oliver Gorton Eun Jin In Michael Kruse S. Péru C. D. Pruitt Rida Rahman Emily Shinkle
+	Generalizing Hierarchical Parallelism	2023	Michael Kruse
+ PDF Chat	Autotuning PolyBench benchmarks with LLVM Clang/Polly loop optimization pragmas using Bayesian optimization	2021	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall
+ PDF Chat	Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations	2021	Jaehoon Koo Prasanna Balaprakash Michael Kruse Xingfu Wu Paul Hovland Mary Hall
+ PDF Chat	Loop Transformations using Clang’s Abstract Syntax Tree	2021	Michael Kruse
+	Loop Transformations using Clang's Abstract Syntax Tree	2021	Michael Kruse
+	Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version)	2021	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall
+	Loop Transformations using Clang's Abstract Syntax Tree	2021	Michael Kruse
+	Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations	2021	Jaehoon Koo Prasanna Balaprakash Michael Kruse Xingfu Wu Paul Hovland Mary Hall
+ PDF Chat	Autotuning Search Space for Loop Transformations	2020	Michael Kruse Hal Finkel Xingfu Wu
+	Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization	2020	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall
+	Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization	2020	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall
+	Autotuning Search Space for Loop Transformations	2020	Michael Kruse Hal Finkel Xingfu Wu
+ PDF Chat	Design and Use of Loop-Transformation Pragmas	2019	Michael Kruse Hal Finkel
+	User-Directed Loop-Transformations in Clang	2018	Michael Kruse Hal Finkel
+	Loop Optimization Framework.	2018	Michael Kruse Hal Finkel
+ PDF Chat	User-Directed Loop-Transformations in Clang	2018	Michael Kruse Hal Finkel
+ PDF Chat	High-Performance Generalized Tensor Operations	2018	Roman A. Gareev Tobias Grosser Michael Kruse
+ PDF Chat	A Proposal for Loop-Transformation Pragmas	2018	Michael Kruse Hal Finkel
+	Loop Optimization Framework	2018	Michael Kruse Hal Finkel
+	User-Directed Loop-Transformations in Clang	2018	Michael Kruse Hal Finkel
+ PDF Chat	Lattice QCD estimate of the η c (2S) → J/ψγ decay rate	2015	Damir Bečirević Michael Kruse Francesco Sanfilippo
+ PDF Chat	Automated Code Generation for Lattice Quantum Chromodynamics and beyond	2014	Denis Barthou Olivier Brand-Foissac O. Pène Gilbert Grosdidier Romain Dolbeau C. Eisenbeis Michael Kruse K. Petrov Claude Tadonki
+	Introducing Molly: Distributed Memory Parallelization with LLVM	2014	Michael Kruse
+	Perfrewrite -- Program Complexity Analysis via Source Code Instrumentation	2014	Michael Kruse
+	QIRAL: A High Level Language for Lattice QCD Code Generation	2012	Denis Barthou Gilbert Grosdidier Michael Kruse O. Pène Claude Tadonki
+	Electronic Proceedings in Theoretical Computer Science	2009	Denis Barthou Gilbert Grosdidier Michael Kruse O. Pène Claude Tadonki
+	Error and the Growth of Experimental Knowledge.	1998	Michael Kruse Deborah G. Mayo

Common Coauthors

Coauthor	Papers Together
Hal Finkel	13
Xingfu Wu	13
Paul Hovland	11
Prasanna Balaprakash	11
Mary Hall	11
Valerie Taylor	8
Brice Videau	5
Jaehoon Koo	5
Denis Barthou	3
Gilbert Grosdidier	3
O. Pène	3
Claude Tadonki	3
John Tramm	2
E. V. Chimanski	2
Rida Rahman	2
Oliver Gorton	2
Jutta Escher	2
Kirana Bergstrom	2
Brad Geltz	2
S. Péru	2
Emily Shinkle	2
Siddhartha Jana	2
Aaina Bansal	2
C. D. Pruitt	2
W. Younes	2
Jeffrey Larson	2
Eun Jin In	2
John-Luke Navarro	2
C. Eisenbeis	1
K. Petrov	1
Roman A. Gareev	1
Olivier Brand-Foissac	1
Thomas Randall	1
Rong Ge	1
Francesco Sanfilippo	1
Tobias Grosser	1
Damir Bečirević	1
Romain Dolbeau	1
Deborah G. Mayo	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	User-Directed Loop-Transformations in Clang	2018	Michael Kruse Hal Finkel	7
+ PDF Chat	High-Performance Generalized Tensor Operations	2018	Roman A. Gareev Tobias Grosser Michael Kruse	5
+	Practical Bayesian Optimization of Machine Learning Algorithms	2012	Jasper Snoek Hugo Larochelle Ryan P. Adams	4
+ PDF Chat	A Proposal for Loop-Transformation Pragmas	2018	Michael Kruse Hal Finkel	4
+	High Performance Code Generation in MLIR: An Early Case Study with GEMM	2020	Uday Bondhugula	4
+	ProTuner: Tuning Programs with Monte Carlo Tree Search	2020	Ameer Haj-Ali Hasan Genc Qijing Huang William S. Moses John Wawrzynek Krste Asanović Ion Stoica	4
+ PDF Chat	A Survey on Compiler Autotuning using Machine Learning	2018	Amir H. Ashouri William Killian John Cavazos Gianluca Palermo Cristina Silvano	4
+ PDF Chat	Toward an End-to-End Auto-tuning Framework in HPC PowerStack	2020	Xingfu Wu Aniruddha Marathe Siddhartha Jana Ondřej Vysocký Jophin John Andrea Bartolini Lubomı́r Řı́ha Michael Gerndt Valerie Taylor Sridutt Bhalachandra	4
+	On the Representation of Partially Specified Implementations and its Application to the Optimization of Linear Algebra Kernels on GPU	2019	Ulysse Beaugnon Basile Clément Nicolas Tollenaere Albert Cohen	3
+ PDF Chat	Design and Use of Loop-Transformation Pragmas	2019	Michael Kruse Hal Finkel	3
+	Towards Autotuning of OpenMP Applications on Multicore Architectures	2014	Jakub Katarzynski Maciej Cytowski	3
+ PDF Chat	Autotuning Search Space for Loop Transformations	2020	Michael Kruse Hal Finkel Xingfu Wu	3
+	BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters.	2019	Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Joshua Marben Philipp Müller Frank Hutter	3
+ PDF Chat	Autotuning PolyBench benchmarks with LLVM Clang/Polly loop optimization pragmas using Bayesian optimization	2021	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall	3
+	ProTuner: Tuning Programs with Monte Carlo Tree Search	2020	Ameer Haj-Ali Hasan Genç Qijing Huang W.W. Moses John Wawrzynek Krste Asanović Ion Stoica	3
+	Towards Autotuning of OpenMP Applications on Multicore Architectures	2014	Jakub Katarzyński Maciej Cytowski	3
+ PDF Chat	Bayesian Optimization for auto-tuning GPU kernels	2021	Floris-Jan Willemsen Rob V. van Nieuwpoort Ben van Werkhoven	2
+ PDF Chat	What QCD tells us about nature — and why we should listen	2000	Frank Wilczek	2
+	Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization	2020	Xingfu Wu Michael Kruse Prasanna Balaprakash Hal Finkel Paul Hovland Valerie Taylor Mary Hall	2
+ PDF Chat	The Chroma Software System for Lattice QCD	2005	Robert G. Edwards Bálint Joó	2
+ PDF Chat	tmLQCD: A program suite to simulate Wilson twisted mass lattice QCD	2009	Karl Jansen Carsten Urbach	2
+	Local coherence and deflation of the low quark modes in lattice QCD	2007	Martin Lüscher	2
+	A Collective Knowledge workflow for collaborative research into multi-objective autotuning and machine learning techniques	2018	Grigori Fursin Anton Lokhmotov Dmitry Savenko Eben Upton	2
+	Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions	2018	Nicolas Vasilache Oleksandr Zinenko Theodoros Theodoridis Priya Goyal Zachary DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen	2
+ PDF Chat	Solving lattice QCD systems of equations using mixed precision solvers on GPUs	2010	M. A. Clark Ronald Babich Kipton Barros R. C. Brower C. Rebbi	2
+ PDF Chat	Towards an efficient use of the BLAS library for multilinear tensor contractions	2014	Edoardo Di Napoli Diego Fabregat‐Traver Gregorio Quintana‐Ortí Paolo Bientinesi	1
+ PDF Chat	Model-independent study of magnetic dipole transitions in quarkonium	2006	Nora Brambilla Yu Jia Antonio Vairo	1
+ PDF Chat	Light Quark Mass Dependence in Heavy Quarkonium Physics	2012	Feng-Kun Guo Ulf-G. Meißner	1
+ PDF Chat	On the generalized eigenvalue method for energies and matrix elements in lattice field theory	2009	Alpha Collaboration B. Blossier Michele Della Morte Georg von Hippel Tereza Mendes Rainer Sommer	1
+ PDF Chat	Chirally improving Wilson fermions	2004	R. Frezzotti Giancarlo Rossi	1
+	Terascale spectral element algorithms and implementations	1999	Henry M. Tufo Paul Fischer	1
+	A Fourth Order Accurate Finite Difference Scheme for the Elastic Wave Equation in Second Order Formulation	2011	Björn Sjögreen N. Anders Petersson	1
+ PDF Chat	Charmonium excited state spectrum in lattice QCD	2008	Jo Dudek Robert G. Edwards Nilmani Mathur David Richards	1
+ PDF Chat	Dynamical twisted mass fermions with light quarks: simulation and analysis details	2008	P. Boucaud P. Dimopoulos F. Farchioni R. Frezzotti V. Castillo Gimenez Gregorio Herdoíza Karl Jansen V. Lubicz C. Michael Gernot Münster	1
+ PDF Chat	Schwarz-preconditioned HMC algorithm for two-flavor lattice QCD	2004	Martin Lüscher	1
+ PDF Chat	Non-perturbative renormalization of quark bilinear operators with N f = 2 (tmQCD) Wilson fermions and the tree-level improved gauge action	2010	Martha Constantinou P. Dimopoulos R. Frezzotti Gregorio Herdoíza K. Jansen V. Lubicz H. Panagopoulos Giancarlo Rossi Silvano Simula Fotos Stylianou	1
+ PDF Chat	Dynamical twisted mass fermions with light quarks	2007	Ph. Boucaud P. Dimopoulos F. Farchioni R. Frezzotti V. Giménez Gregorio Herdoíza Karl Jansen V. Lubicz G. Martinelli Craig McNeile	1
+ PDF Chat	Average up/down, strange, and charm quark masses with<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>N</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:math>twisted-mass lattice QCD	2010	B. Blossier P. Dimopoulos R. Frezzotti V. Lubicz Marcus Petschlies Francesco Sanfilippo Silvano Simula Cecilia Tarantino	1
+	TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems	2016	Martı́n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Gregory S. Corrado Andy Davis Jay B. Dean Matthieu Devin	1
+	Generating Efficient Tensor Contractions for GPUs	2015	Thomas Nelson Axel Rivera Prasanna Balaprakash Mary Hall Paul Hovland Elizabeth R. Jessup Boyana Norris	1
+	High-Performance Tensor Contraction without BLAS.	2016	Devin A. Matthews	1
+ PDF Chat	Transfer Learning for Improving Model Predictions in Highly Configurable Software	2017	Pooyan Jamshidi Miguel Velez Christian Kästner Norbert Siegmund Prasad Kawthekar	1
+	Toward a complete theory for predicting inclusive deuteron breakup away from stability	2017	G. Potel G. Perdikakis B. V. Carlson M. C. Atkinson W. H. Dickhoff Jutta Escher M. S. Hussein Jin Lei Wen Li A. O. Macchiavelli	1
+ PDF Chat	Excited and exotic charmonium spectroscopy from lattice QCD	2012	Liuming Liu Graham Moir Mike Peardon Sinéad M. Ryan Christopher E. Thomas Pol Vilaseca Jo Dudek Robert G. Edwards Bálint Joó David Richards	1
+ PDF Chat	Big-Bang Nucleosynthesis	2014	Brian D. Fields P. Molaro S. Sarkar	1
+	Charmonium mass splittings at the physical point	2012	Carleton DeTar Andreas S. Kronfeld Song-haeng Lee L. Levkova Daniel Mohler James N. Simone	1
+ PDF Chat	Design of a High-Performance GEMM-like Tensor–Tensor Multiplication	2018	Paul Springer Paolo Bientinesi	1
+	Learning to Optimize Tensor Programs	2018	Tianqi Chen Lianmin Zheng Eddie Yan Ziheng Jiang Thierry Moreau Luís Ceze Carlos Guestrin Arvind Krishnamurthy	1
+ PDF Chat	code2vec: learning distributed representations of code	2019	Uri Alon Meital Zilberstein Omer Levy Eran Yahav	1
+ PDF Chat	Predictions for<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>g</mml:mi><mml:mi>−</mml:mi><mml:mn>2</mml:mn></mml:math>of the muon and<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>α</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">QED</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msubsup><mml:mrow><mml:mo>(</mml:mo><mml:mi>M</mml:mi></mml:mrow><mml:mrow><mml:mi>Z</mml:mi></mml…	2004	K. Hagiwara A. D. Martin Daisuke Nomura T. Teubner	1