A Metric for Evaluating Supercomputer Performance in the Era of Extreme Heterogeneity. - Brian Austin; Christopher S. Daley; Douglas Doerfler; Jack Deslippe; Brandon Cook 001; Brian Friesen; Thorsten Kurth; Charlene Yang; Nicholas J. Wright (PMBS@SC, 2018)

A Case Study for Performance Portability Using OpenMP 4.5. - Rahulkumar Gayatri; Charlene Yang; Thorsten Kurth; Jack Deslippe (WACCPD@SC, 2018)

Sparse CSB_Coo Matrix-Vector and Matrix-Matrix Performance on Intel Xeon Architectures. - Brandon Cook 001; Charlene Yang; Thorsten Kurth; Jack Deslippe (ISC Workshops, 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)

Accelerating large-scale excited-state GW calculations on leadership HPC systems. - Mauro Del Ben; Charlene Yang; Zhenglu Li; Felipe H. da Jornada; Steven G. Louie; Jack Deslippe (SC, 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)

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)

8 Steps to 3.7 TFLOP/s on NVIDIA V100 GPU: Roofline Analysis and Other Tricks. - Charlene Yang (CoRR, 2020)

Hierarchical Roofline Analysis: How to Collect Data using Performance Tools on Intel CPUs and NVIDIA GPUs. - Charlene Yang (CoRR, 2020)

Outcomes of OpenMP Hackathon: OpenMP Application Experiences with the Offloading Model (Part I). - Barbara M. Chapman; Buu Pham; Charlene Yang; Christopher S. Daley; Colleen Bertoni; Dhruva Kulkarni; Dossay Oryspayev; Ed D'Azevedo; Johannes Doerfert; Keren Zhou 001; Kiran Ravikumar; Mark Gordon; et al. (IWOMP, 2021)

Outcomes of OpenMP Hackathon: OpenMP Application Experiences with the Offloading Model (Part II). - Barbara M. Chapman; Buu Pham; Charlene Yang; Christopher S. Daley; Colleen Bertoni; Dhruva Kulkarni; Dossay Oryspayev; Ed D'Azevedo; Johannes Doerfert; Keren Zhou 001; Kiran Ravikumar; Mark Gordon; et al. (IWOMP, 2021)

An Extended Roofline Performance Model with PCI-E and Network Ceilings. - Amanda S. Dufek; Jack R. Deslippe; Paul T. Lin; Charlene J. Yang; Brandon G. Cook; Jonathan Madsen (PMBS, 2021)

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