Hardware/compiler codevelopment for an embedded media processor. - Christoforos E. Kozyrakis; David Judd; Joseph Gebis; Samuel Williams 001; David A. Patterson 001; Katherine A. Yelick (Proc. IEEE, 2001)

Implicit and explicit optimizations for stencil computations. - Shoaib Kamil 001; Kaushik Datta; Samuel Williams 001; Leonid Oliker; John Shalf; Katherine A. Yelick (Memory System Performance and Correctness, 2006)

The potential of the cell processor for scientific computing. - Samuel Williams 001; John Shalf; Leonid Oliker; Shoaib Kamil 001; Parry Husbands; Katherine A. Yelick (Conf. Computing Frontiers, 2006)

Scientific Computing Kernels on the Cell Processor. - Samuel Williams 001; John Shalf; Leonid Oliker; Shoaib Kamil 001; Parry Husbands; Katherine A. Yelick (Int. J. Parallel Program., 2007)

Lattice Boltzmann simulation optimization on leading multicore platforms. - Samuel Williams 001; Jonathan Carter 002; Leonid Oliker; John Shalf; Katherine A. Yelick (IPDPS, 2008)

Stencil computation optimization and auto-tuning on state-of-the-art multicore architectures. - Kaushik Datta; Mark Murphy; Vasily Volkov; Samuel Williams 001; Jonathan Carter 002; Leonid Oliker; David A. Patterson 001; John Shalf; Katherine A. Yelick (SC, 2008)

Improving Memory Subsystem Performance Using ViVA: Virtual Vector Architecture. - Joseph Gebis; Leonid Oliker; John Shalf; Samuel Williams 001; Katherine A. Yelick (ARCS, 2009)

Memory-efficient optimization of Gyrokinetic particle-to-grid interpolation for multicore processors. - Kamesh Madduri; Samuel Williams 001; Stéphane Ethier; Leonid Oliker; John Shalf; Erich Strohmaier; Katherine A. Yelick (SC, 2009)

A design methodology for domain-optimized power-efficient supercomputing. - Marghoob Mohiyuddin; Mark Murphy; Leonid Oliker; John Shalf; John Wawrzynek; Samuel Williams 001 (SC, 2009)

Roofline: an insightful visual performance model for multicore architectures. - Samuel Williams 001; Andrew Waterman; David A. Patterson 001 (Commun. ACM, 2009)

The impact of IBM Cell technology on the programming paradigm in the context of computer systems for climate and weather models. - Shujia Zhou; Daniel C. Duffy; Tom Clune; Max Suarez; Samuel Williams 001; Milton Halem (Concurr. Comput. Pract. Exp., 2009)

Optimization of a lattice Boltzmann computation on state-of-the-art multicore platforms. - Samuel Williams 001; Jonathan Carter 002; Leonid Oliker; John Shalf; Katherine A. Yelick (J. Parallel Distributed Comput., 2009)

Optimization of sparse matrix-vector multiplication on emerging multicore platforms. - Samuel Williams 001; Leonid Oliker; Richard W. Vuduc; John Shalf; Katherine A. Yelick; James Demmel (Parallel Comput., 2009)

Optimization and Performance Modeling of Stencil Computations on Modern Microprocessors. - Kaushik Datta; Shoaib Kamil 001; Samuel Williams 001; Leonid Oliker; John Shalf; Katherine A. Yelick (SIAM Rev., 2009)

Auto-Tuning Stencil Computations on Multicore and Accelerators. - Kaushik Datta; Samuel Williams 001; Vasily Volkov; Jonathan Carter 002; Leonid Oliker; John Shalf; Katherine A. Yelick (Scientific Computing with Multicore and Accelerators, 2010)

Sparse Matrix-Vector Multiplication on Multicore and Accelerators. - Samuel Williams 001; Nathan Bell; Jee Whan Choi; Michael Garland; Leonid Oliker; Richard Vu (Scientific Computing with Multicore and Accelerators, 2010)

Optimizing and tuning the fast multipole method for state-of-the-art multicore architectures. - Aparna Chandramowlishwaran; Samuel Williams 001; Leonid Oliker; Ilya Lashuk; George Biros; Richard W. Vuduc (IPDPS, 2010)

An auto-tuning framework for parallel multicore stencil computations. - Shoaib Kamil 001; Cy P. Chan; Leonid Oliker; John Shalf; Samuel Williams 001 (IPDPS, 2010)

Reduced-Bandwidth Multithreaded Algorithms for Sparse Matrix-Vector Multiplication. - Aydin Buluç; Samuel Williams 001; Leonid Oliker; James Demmel (IPDPS, 2011)

Hardware/software co-design for energy-efficient seismic modeling. - Jens Krueger; David Donofrio; John Shalf; Marghoob Mohiyuddin; Samuel Williams 001; Leonid Oliker; Franz-Josef Pfreundt (SC, 2011)

Gyrokinetic toroidal simulations on leading multi- and manycore HPC systems. - Kamesh Madduri; Khaled Z. Ibrahim; Samuel Williams 001; Eun-Jin Im; Stéphane Ethier; John Shalf; Leonid Oliker (SC, 2011)

Extracting ultra-scale Lattice Boltzmann performance via hierarchical and distributed auto-tuning. - Samuel Williams 001; Leonid Oliker; Jonathan Carter 002; John Shalf (SC, 2011)

Gyrokinetic particle-in-cell optimization on emerging multi- and manycore platforms. - Kamesh Madduri; Eun-Jin Im; Khaled Z. Ibrahim; Samuel Williams 001; Stéphane Ethier; Leonid Oliker (Parallel Comput., 2011)

High-performance analysis of filtered semantic graphs. - Aydin Buluç; Armando Fox; John R. Gilbert; Shoaib Kamil 001; Adam Lugowski; Leonid Oliker; Samuel Williams 001 (PACT, 2012)

Abstract: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale. - Bei Wang 002; Stéphane Ethier; William M. Tang; Khaled Z. Ibrahim; Kamesh Madduri; Samuel W. Williams; Leonid Oliker; Timothy J. Williams (SC Companion, 2012)

Poster: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale. - Bei Wang 002; Stéphane Ethier; William M. Tang; Khaled Z. Ibrahim; Kamesh Madduri; Samuel W. Williams; Leonid Oliker; Timothy J. Williams (SC Companion, 2012)

Optimization of geometric multigrid for emerging multi- and manycore processors. - Samuel Williams 001; Dhiraj D. Kalamkar; Amik Singh; Anand M. Deshpande; Brian van Straalen; Mikhail Smelyanskiy; Ann S. Almgren; Pradeep Dubey; John Shalf; Leonid Oliker (SC, 2012)

Optimization of Parallel Particle-to-Grid Interpolation on Leading Multicore Platforms. - Kamesh Madduri; Jimmy Su; Samuel Williams 001; Leonid Oliker; Stéphane Ethier; Katherine A. Yelick (IEEE Trans. Parallel Distributed Syst., 2012)

Compiler generation and autotuning of communication-avoiding operators for geometric multigrid. - Protonu Basu; Anand Venkat; Mary W. Hall; Samuel Williams 001; Brian van Straalen; Leonid Oliker (HiPC, 2013)

High-Productivity and High-Performance Analysis of Filtered Semantic Graphs. - Aydin Buluç; Erika Duriakova; Armando Fox; John R. Gilbert; Shoaib Kamil 001; Adam Lugowski; Leonid Oliker; Samuel Williams 001 (IPDPS, 2013)

Loop Chaining: A Programming Abstraction for Balancing Locality and Parallelism. - Christopher D. Krieger; Michelle Mills Strout; Catherine Olschanowsky; Andrew Stone; Stephen M. Guzik; Xinfeng Gao; Carlo Bertolli; Paul H. J. Kelly; Gihan R. Mudalige; Brian van Straalen; Samuel Williams 001 (IPDPS Workshops, 2013)

Kinetic turbulence simulations at extreme scale on leadership-class systems. - Bei Wang 002; Stéphane Ethier; William M. Tang; Timothy J. Williams; Khaled Z. Ibrahim; Kamesh Madduri; Samuel Williams 001; Leonid Oliker (SC, 2013)

Analysis and optimization of gyrokinetic toroidal simulations on homogenous and heterogenous platforms. - Khaled Z. Ibrahim; Kamesh Madduri; Samuel Williams 001; Bei Wang 002; Stéphane Ethier; Leonid Oliker (Int. J. High Perform. Comput. Appl., 2013)

Analysis and tuning of libtensor framework on multicore architectures. - Khaled Z. Ibrahim; Samuel W. Williams; Evgeny Epifanovsky; Anna I. Krylov (HiPC, 2014)

Collective memory transfers for multi-core chips. - George Michelogiannakis; Alexander Williams; Samuel Williams 001; John Shalf (ICS, 2014)

Optimizing Sparse Matrix-Multiple Vectors Multiplication for Nuclear Configuration Interaction Calculations. - Hasan Metin Aktulga; Aydin Buluç; Samuel Williams 001; Chao Yang 001 (IPDPS, 2014)

s-Step Krylov Subspace Methods as Bottom Solvers for Geometric Multigrid. - Samuel Williams 001; Mike Lijewski; Ann S. Almgren; Brian van Straalen; Erin C. Carson; Nicholas Knight; James Demmel (IPDPS, 2014)

Evaluation of PGAS Communication Paradigms with Geometric Multigrid. - Hongzhang Shan; Amir Kamil; Samuel Williams 001; Yili Zheng; Katherine A. Yelick (PGAS, 2014)

Roofline Model Toolkit: A Practical Tool for Architectural and Program Analysis. - Yu Jung Lo; Samuel Williams 001; Brian van Straalen; Terry J. Ligocki; Matthew J. Cordery; Nicholas J. Wright; Mary W. Hall; Leonid Oliker (PMBS@SC, 2014)

Parallel Performance Optimizations on Unstructured Mesh-based Simulations. - Abhinav Sarje; Sukhyun Song; Douglas Jacobsen; Kevin A. Huck; Jeffrey K. Hollingsworth; Allen D. Malony; Samuel Williams 001; Leonid Oliker (ICCS, 2015)

Compiler-Directed Transformation for Higher-Order Stencils. - Protonu Basu; Mary W. Hall; Samuel Williams 001; Brian van Straalen; Leonid Oliker; Phillip Colella (IPDPS, 2015)

Comparative Performance Analysis of Coarse Solvers for Algebraic Multigrid on Multicore and Manycore Architectures. - Alex Druinsky; Pieter Ghysels; Xiaoye S. Li; Osni Marques; Samuel Williams 001; Andrew T. Barker; Delyan Kalchev; Panayot S. Vassilevski (PPAM (1), 2015)

Exploiting communication concurrency on high performance computing systems. - Nicholas Chaimov; Khaled Z. Ibrahim; Samuel Williams 001; Costin Iancu (PMAM@PPoPP, 2015)

Thread-level parallelization and optimization of NWChem for the Intel MIC architecture. - Hongzhang Shan; Samuel Williams 001; Wibe de Jong; Leonid Oliker (PMAM@PPoPP, 2015)

Parallel implementation and performance optimization of the configuration-interaction method. - Hongzhang Shan; Samuel Williams 001; Calvin W. Johnson; Kenneth S. McElvain; W. Erich Ormand (SC, 2015)

An efficient multi-core implementation of a novel HSS-structured multifrontal solver using randomized sampling. - Pieter Ghysels; Xiaoye S. Li; François-Henry Rouet; Samuel Williams 001; Artem Napov (CoRR, 2015)

ExaSAT: An exascale co-design tool for performance modeling. - Didem Unat; Cy P. Chan; Weiqun Zhang; Samuel Williams 001; John Bachan; John B. Bell; John Shalf (Int. J. High Perform. Comput. Appl., 2015)

Parallel processing of filtered queries in attributed semantic graphs. - Adam Lugowski; Shoaib Kamil 001; Aydin Buluç; Samuel Williams 001; Erika Duriakova; Leonid Oliker; Armando Fox; John R. Gilbert (J. Parallel Distributed Comput., 2015)

OpenMP Parallelization and Optimization of Graph-Based Machine Learning Algorithms. - Zhaoyi Meng; Alice Koniges; Yun (Helen) He; Samuel Williams 001; Thorsten Kurth; Brandon Cook 001; Jack Deslippe; Andrea L. Bertozzi (IWOMP, 2016)

Evaluating and Optimizing the NERSC Workload on Knights Landing. - Taylor Barnes; Brandon Cook 001; Jack Deslippe; Douglas Doerfler; Brian Friesen; Yun (Helen) He; Thorsten Kurth; Tuomas Koskela; Mathieu Lobet; Tareq M. Malas; Leonid Oliker; Andrey Ovsyannikov; et al. (PMBS@SC, 2016)

Experiences of Applying One-Sided Communication to Nearest-Neighbor Communication. - Hongzhang Shan; Samuel Williams 001; Yili Zheng; Weiqun Zhang; Bei Wang 002; Stéphane Ethier; Zhengji Zhao (PAW@SC, 2016)

Extreme scale plasma turbulence simulations on top supercomputers worldwide. - William M. Tang; Bei Wang 002; Stéphane Ethier; Grzegorz Kwasniewski; Torsten Hoefler; Khaled Z. Ibrahim; Kamesh Madduri; Samuel Williams 001; Leonid Oliker; Carlos Rosales-Fernandez; Timothy J. Williams (SC, 2016)

Applying the Roofline Performance Model to the Intel Xeon Phi Knights Landing Processor. - Douglas Doerfler; Jack Deslippe; Samuel Williams 001; Leonid Oliker; Brandon Cook 001; Thorsten Kurth; Mathieu Lobet; Tareq M. Malas; Jean-Luc Vay; Henri Vincenti (ISC Workshops, 2016)

Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication. - Ariful Azad; Grey Ballard; Aydin Buluç; James Demmel; Laura Grigori; Oded Schwartz; Sivan Toledo; Samuel Williams 001 (SIAM J. Sci. Comput., 2016)

An Efficient Multicore Implementation of a Novel HSS-Structured Multifrontal Solver Using Randomized Sampling. - Pieter Ghysels; Xiaoye S. Li; François-Henry Rouet; Samuel Williams 001; Artem Napov (SIAM J. Sci. Comput., 2016)

Simultaneously Solving Swarms of Small Sparse Systems on SIMD Silicon. - Bryce Adelstein-Lelbach; Hans Johansen; Samuel Williams 001 (IPDPS Workshops, 2017)

A Locality-Based Threading Algorithm for the Configuration-Interaction Method. - Hongzhang Shan; Samuel Williams 001; Calvin W. Johnson; Kenneth S. McElvain (IPDPS Workshops, 2017)

Snowflake: A Lightweight Portable Stencil DSL. - Nathan Zhang; Michael B. Driscoll; Charles Markley; Samuel Williams 001; Protonu Basu; Armando Fox (IPDPS Workshops, 2017)

Performance analysis and optimization of the RAMPAGE metal alloy potential generation software. - Philip C. Roth; Hongzhang Shan; David Riegner; Nikolas Antolin; Sarat Sreepathi; Leonid Oliker; Samuel Williams 001; Shirley Moore; Wolfgang Windl (SEPS@SPLASH, 2017)

Performance Variability on Xeon Phi. - Brandon Cook 001; Thorsten Kurth; Brian Austin; Samuel Williams 001; Jack Deslippe (ISC Workshops, 2017)

Analyzing Performance of Selected NESAP Applications on the Cori HPC System. - Thorsten Kurth; William Arndt; Taylor Barnes; Brandon Cook 001; Jack Deslippe; Douglas Doerfler; Brian Friesen; Yun (Helen) He; Tuomas Koskela; Mathieu Lobet; Tareq M. Malas; Leonid Oliker; et al. (ISC Workshops, 2017)

Reaching bandwidth saturation using transparent injection parallelization. - Nicholas Chaimov; Khaled Z. Ibrahim; Samuel Williams 001; Costin Iancu (Int. J. High Perform. Comput. Appl., 2017)

Cross-scale efficient tensor contractions for coupled cluster computations through multiple programming model backends. - Khaled Z. Ibrahim; Evgeny Epifanovsky; Samuel Williams 001; Anna I. Krylov (J. Parallel Distributed Comput., 2017)

Compiler-based code generation and autotuning for geometric multigrid on GPU-accelerated supercomputers. - Protonu Basu; Samuel Williams 001; Brian van Straalen; Leonid Oliker; Phillip Colella; Mary W. Hall (Parallel Comput., 2017)

A High Performance Block Eigensolver for Nuclear Configuration Interaction Calculations. - Hasan Metin Aktulga; Md. Afibuzzaman; Samuel Williams 001; Aydin Buluç; Meiyue Shao; Chao Yang 001; Esmond G. Ng; Pieter Maris; James P. Vary (IEEE Trans. Parallel Distributed Syst., 2017)

Roofline Scaling Trajectories: A Method for Parallel Application and Architectural Performance Analysis. - Khaled Z. Ibrahim; Samuel Williams 001; Leonid Oliker (HPCS, 2018)

SIMD code generation for stencils on brick decompositions. - Tuowen Zhao; Mary W. Hall; Protonu Basu; Samuel Williams 001; Hans Johansen (PPoPP, 2018)

Improving MPI Reduction Performance for Manycore Architectures with OpenMP and Data Compression. - Hongzhang Shan; Samuel Williams 001; Calvin W. Johnson (PMBS@SC, 2018)

A Novel Multi-level Integrated Roofline Model Approach for Performance Characterization. - Tuomas Koskela; Zakhar Matveev; Charlene Yang; Adetokunbo Adedoyin; Roman Belenov; Philippe Thierry; Zhengji Zhao; Rahulkumar Gayatri; Hongzhang Shan; Leonid Oliker; Jack Deslippe; Ron Green; et al. (ISC, 2018)

Performance Analysis of GPU Programming Models Using the Roofline Scaling Trajectories. - Khaled Z. Ibrahim; Samuel Williams 001; Leonid Oliker (Bench, 2019)

An Instruction Roofline Model for GPUs. - Nan Ding 006; Samuel Williams 001 (PMBS@SC, 2019)

Exploiting reuse and vectorization in blocked stencil computations on CPUs and GPUs. - Tuowen Zhao; Protonu Basu; Samuel Williams 001; Mary W. Hall; Hans Johansen (SC, 2019)

Modern gyrokinetic particle-in-cell simulation of fusion plasmas on top supercomputers. - Bei Wang 002; Stéphane Ethier; William M. Tang; Khaled Z. Ibrahim; Kamesh Madduri; Samuel Williams 001; Leonid Oliker (Int. J. High Perform. Comput. Appl., 2019)

AMReX: a framework for block-structured adaptive mesh refinement. - Weiqun Zhang; Ann S. Almgren; Vincent E. Beckner; John B. Bell; Johannes P. Blaschke; Cy P. Chan; Marcus Day; Brian Friesen; Kevin Gott; Daniel T. Graves; Maximilian Katz; Andrew Myers 001; et al. (J. Open Source Softw., 2019)

A CAD-based methodology to optimize HLS code via the Roofline model. - Marco Siracusa; Marco Rabozzi; Emanuele Del Sozzo; Lorenzo Di Tucci; Samuel Williams 001; Marco D. Santambrogio (ICCAD, 2020)

Understanding Quantum Control Processor Capabilities and Limitations through Circuit Characterization. - Anastasiia Butko; George Michelogiannakis; Samuel Williams 001; Costin Iancu; David Donofrio; John Shalf; Jonathan Carter 002; Irfan Siddiqi (ICRC, 2020)

A Case Study of Porting HPGMG from CUDA to OpenMP Target Offload. - Christopher S. Daley; Hadia Ahmed; Samuel Williams 001; Nicholas J. Wright (IWOMP, 2020)

Performance Trade-offs in GPU Communication: A Study of Host and Device-initiated Approaches. - Taylor L. Groves; Ben Brock; Yuxin Chen; Khaled Z. Ibrahim; Lenny Oliker; Nicholas J. Wright; Samuel Williams 001; Katherine A. Yelick (PMBS@SC, 2020)

The Performance and Energy Efficiency Potential of FPGAs in Scientific Computing. - Tan Nguyen 001; Samuel Williams 001; Marco Siracusa; Colin MacLean; Douglas Doerfler; Nicholas J. Wright (PMBS@SC, 2020)

Leveraging One-Sided Communication for Sparse Triangular Solvers. - Nan Ding 006; Samuel Williams 001; Yang Liu 179; Xiaoye S. Li (PP, 2020)

Time-Based Roofline for Deep Learning Performance Analysis. - Yunsong Wang; Charlene Yang; Steven Farrell; Yan Zhang; Thorsten Kurth; Samuel Williams 001 (DLS@SC, 2020)

Timemory: Modular Performance Analysis for HPC. - Jonathan R. Madsen; Muaaz G. Awan; Hugo Brunie; Jack Deslippe; Rahulkumar Gayatri; Leonid Oliker; Yunsong Wang; Charlene Yang; Samuel Williams 001 (ISC, 2020)

Solving a trillion unknowns per second with HPGMG on Sunway TaihuLight. - Wenjing Ma; Yulong Ao; Chao Yang 002; Samuel Williams 001 (Clust. Comput., 2020)

Hierarchical Roofline analysis for GPUs: Accelerating performance optimization for the NERSC-9 Perlmutter system. - Charlene Yang; Thorsten Kurth; Samuel Williams 001 (Concurr. Comput. Pract. Exp., 2020)

A Message-Driven, Multi-GPU Parallel Sparse Triangular Solver. - Nan Ding 006; Yang Liu 179; Samuel Williams 001; Xiaoye S. Li (ACDA, 2021)

Experiences Porting the SU3_Bench Microbenchmark to the Intel Arria 10 and Xilinx Alveo U280 FPGAs. - Douglas Doerfler; Farzad Fatollahi-Fard; Colin MacLean; Tan Nguyen 001; Samuel Williams 001; Nicholas J. Wright; Marco Siracusa (IWOCL, 2021)

Architectural Requirements for Deep Learning Workloads in HPC Environments. - Khaled Z. Ibrahim; Tan Nguyen 001; Hai Ah Nam; Wahid Bhimji; Steven Farrell; Leonid Oliker; Michael Rowan; Nicholas J. Wright; Samuel Williams 001 (PMBS, 2021)

Improving communication by optimizing on-node data movement with data layout. - Tuowen Zhao; Mary W. Hall; Hans Johansen; Samuel Williams 001 (PPoPP, 2021)

Hierarchical Roofline Performance Analysis for Deep Learning Applications. - Charlene Yang; Yunsong Wang; Thorsten Kurth; Steven Farrell; Samuel Williams 001 (SAI (2), 2021)

Maximizing Performance Through Memory Hierarchy-Driven Data Layout Transformations. - Benjamin Sepanski; Tuowen Zhao; Hans Johansen; Samuel Williams 001 (MCHPC@SC, 2022)

A Methodology for Evaluating Tightly-integrated and Disaggregated Accelerated Architectures. - Taylor L. Groves; Christopher S. Daley; Rahulkumar Gayatri; Hai Ah Nam; Nan Ding 006; Lenny Oliker; Nicholas J. Wright; Samuel Williams 001 (PMBS@SC, 2022)

Instruction Roofline: An insightful visual performance model for GPUs. - Nan Ding 006; Muaaz G. Awan; Samuel Williams 001 (Concurr. Comput. Pract. Exp., 2022)

FPGA-based HPC accelerators: An evaluation on performance and energy efficiency. - Tan Nguyen 001; Colin MacLean; Marco Siracusa; Douglas Doerfler; Nicholas J. Wright; Samuel Williams 001 (Concurr. Comput. Pract. Exp., 2022)

Understanding the Impact of Input Entropy on FPU, CPU, and GPU Power. - Sridutt Bhalachandra; Brian Austin; Samuel Williams 001; Nicholas J. Wright (CoRR, 2022)

A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model. - Marco Siracusa; Emanuele Del Sozzo; Marco Rabozzi; Lorenzo Di Tucci; Samuel Williams 001; Donatella Sciuto; Marco Domenico Santambrogio (IEEE Trans. Computers, 2022)

Evaluating the Performance of One-sided Communication on CPUs and GPUs. - Nan Ding 006; Muhammad Haseeb; Taylor L. Groves; Samuel Williams 001 (SC Workshops, 2023)

Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters. - Yang Liu 179; Nan Ding 006; Piyush Sao; Samuel Williams 001; Xiaoye Sherry Li (SC, 2023)

Performance Portability Evaluation of Blocked Stencil Computations on GPUs. - Oscar Antepara; Samuel Williams 001; Hans Johansen; Tuowen Zhao; Samantha Hirsch; Priya Goyal; Mary W. Hall (SC Workshops, 2023)

Performance-Portable GPU Acceleration of the EFIT Tokamak Plasma Equilibrium Reconstruction Code. - Oscar Antepara; Samuel Williams 001; Scott Kruger; Torrin Bechtel; Joseph McClenaghan; Lang Lao (SC Workshops, 2023)

BrickDL: Graph-Level Optimizations for DNNs with Fine-Grained Data Blocking on GPUs. - Mahesh Lakshminarasimhan; Mary W. Hall; Samuel Williams 001; Oscar Antepara (ICPP, 2024)

A Workflow Roofline Model for End-to-End Workflow Performance Analysis. - Nan Ding 006; Brian Austin; Yang Liu 179; Neil Mehta; Steven Farrell; Johannes P. Blaschke; Leonid Oliker; Hai Ah Nam; Nicholas J. Wright; Samuel Williams 001 (SC, 2024)

Performance Portable Optimizations of an Ice-sheet Modeling Code on GPU-supercomputers. - Oscar Antepara; Samuel Williams 001; Max Carlson; Jerry Watkins (SC Workshops, 2024)

High-Performance, Scalable Geometric Multigrid via Fine-Grain Data Blocking for GPUs. - Oscar Antepara; Samuel Williams 001; Hans Johansen; Mary W. Hall (SC Workshops, 2024)

System-Wide Roofline Profiling -a Case Study on NERSC's Perlmutter Supercomputer. - Brian Austin; Dhruva Kulkarni; Brandon Cook 001; Samuel Williams 001; Nicholas J. Wright (SC Workshops, 2024)

Expediting Higher Fidelity Plasma State Reconstructions for the DIII-D National Fusion Facility Using Leadership Class Computing Resources. - Sterling Paul Smith; Zichuan Anthony Xing; Torrin Bechtel Amara; Severin Sebastian Denk; Earl William DeShazer; Orso Meneghini; Tom Neiser; Laurie Stephey; Oscar Antepara; Christopher Mitchell Clark; Eli Dart; Pengfei Ding; et al. (SC Workshops, 2024)

Comprehensive Performance Modeling and System Design Insights for Foundation Models. - Shashank Subramanian; Ermal Rrapaj; Peter Harrington; Smeet Chheda; Steven Farrell; Brian Austin; Samuel Williams 001; Nicholas J. Wright; Wahid Bhimji (SC Workshops, 2024)

FTL: Transfer Learning Nonlinear Plasma Dynamic Transitions in Low Dimensional Embeddings via Deep Neural Networks. - Zhe Bai; Xishuo Wei; William Tang 002; Leonid Oliker; Zhihong Lin; Samuel Williams 001 (CoRR, 2024)

LPSim: Large Scale Multi-GPU Parallel Computing based Regional Scale Traffic Simulation Framework. - Xuan Jiang; Raja Sengupta 002; James Demmel; Samuel Williams 001 (CoRR, 2024)

Bricks: A high-performance portability layer for computations on block-structured grids. - Mahesh Lakshminarasimhan; Oscar Antepara; Tuowen Zhao; Benjamin Sepanski; Protonu Basu; Hans Johansen; Mary W. Hall; Samuel Williams 001 (Int. J. High Perform. Comput. Appl., 2024)

Evaluating the potential of disaggregated memory systems for HPC applications. - Nan Ding 006; Pieter Maris; Hai Ah Nam; Taylor L. Groves; Muaaz Gul Awan; LeAnn Lindsey; Christopher S. Daley; Oguz Selvitopi; Leonid Oliker; Nicholas J. Wright; Samuel Williams 001 (Concurr. Comput. Pract. Exp., 2024)

Maximizing Power-Constrained Supercomputing Throughput. - Nan Ding 006; Oscar Antepara; Zhengji Zhao; Brian Austin; Leonid Oliker; Nicholas J. Wright; Samuel Williams 001 (ISC, 2025)

Transfer learning nonlinear plasma dynamic transitions in low dimensional embeddings via deep neural networks. - Zhe Bai; Xishuo Wei; William Tang 002; Leonid Oliker; Zhihong Lin; Samuel Williams 001 (Mach. Learn. Sci. Technol., 2025)

Spatio-temporal Fourier Transformer (StFT) for Long-term Dynamics Prediction. - Da Long; Shandian Zhe; Samuel Williams 001; Leonid Oliker; Zhe Bai (CoRR, 2025)