GPCNeT: designing a benchmark suite for inducing and measuring contention in HPC networks. - Sudheer Chunduri; Taylor L. Groves; Peter Mendygral; Brian Austin; Jacob Balma; Krishna Kandalla; Kalyan Kumaran; Glenn K. Lockwood; Scott Parker; Steven Warren; Nathan Wichmann; Nicholas J. Wright (SC, 2019)

Recombination of Artificial Neural Networks. - Aaron Vose; Jacob Balma; Alex Heye; Alessandro Rigazzi; Charles Siegel; Diana Moise; Benjamin Robbins; Rangan Sukumar (CoRR, 2019)

PharML.Bind: Pharmacologic Machine Learning for Protein-Ligand Interactions. - Aaron D. Vose; Jacob Balma; Damon Farnsworth; Kaylie Anderson; Yuri K. Peterson (CoRR, 2019)

Deep Learning Predicts Protein-Ligand Interactions. - Jacob Balma; Aaron D. Vose; Yuri K. Peterson; Amar G. Chittiboyina; Pankaj Pandey; Charles R. Yates; Ikhlas A. Khan; Sreenivas R. Sukumar 001 (IEEE BigData, 2020)

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. - Steven Farrell; Murali Emani; Jacob Balma; Lukas Drescher; Aleksandr Drozd; Andreas Fink; Geoffrey C. Fox; David Kanter; Thorsten Kurth; Peter Mattson; Dawei Mu; Amit Ruhela; et al. (MLHPC@SC, 2021)

Survival of the Fittest Amidst the Cambrian Explosion of Processor Architectures for Artificial Intelligence : Invited Paper. - Sreenivas R. Sukumar 001; Jacob Balma; Cong Xu; Sergey Serebryakov (PEHC@SC, 2021)

The Convergence of HPC, AI and Big Data in Rapid-Response to the COVID-19 Pandemic. - Sreenivas R. Sukumar 001; Jacob A. Balma; Christopher D. Rickett; Kristyn J. Maschhoff; Joseph Landman; Charles R. Yates; Amar G. Chittiboyina; Yuri K. Peterson; Aaron Vose; Kendall G. Byler; Jérôme Baudry; Ikhlas A. Khan (SMC, 2021)

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. - Steven Farrell; Murali Emani; Jacob Balma; Lukas Drescher; Aleksandr Drozd; Andreas Fink; Geoffrey C. Fox; David Kanter; Thorsten Kurth; Peter Mattson; Dawei Mu; Amit Ruhela; et al. (CoRR, 2021)