J. Gregory Pauloski

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

Maxim Zvyagin, Alexander Brace, Kyle Hippe et al. · The International Journal of High Performance Computing Applications · 2023 · 74 citations · Full text

Evolutionary Landscape, Engineering, Language Evolution +16

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

Logan Ward, Ganesh Sivaraman, J. Gregory Pauloski et al. · 2021 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

Maxim Zvyagin, Alexander Brace, Kyle Hippe et al. · 2022 · 35 citations · Full text

Accelerating Communications in Federated Applications with Transparent Object Proxies

J. Gregory Pauloski, Valérie Hayot-Sasson, Logan Ward et al. · 2023 · 17 citations

Cluster Computing, Serverless Architecture, Engineering +20

The Diminishing Returns of Masked Language Models to Science

Zhi Hong, Aswathy Ajith, J. Gregory Pauloski et al. · 2023 · 15 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +21