Detecting Pathogen Exposure During the Non-symptomatic Incubation Period Using Physiological Data: Proof of Concept in Non-human Primates
Davis, Shakti, Milechin, Lauren, Patel, Tejash, Hernandez, Mark, Ciccarelli, Greg, Samsi, Siddharth, Hensley, Lisa, Goff, Arthur, Trefry, John, Johnston, Sara, Purcell, Bret, Cabrera, Catherine, Fleischman, Jack, Reuther, Albert, Claypool, Kajal, Rossi, Franco, Honko, Anna, Pratt, William, Swiston, Albert
Published in Frontiers in physiology (03.09.2021)
Published in Frontiers in physiology (03.09.2021)
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Journal Article
Survey and Benchmarking of Machine Learning Accelerators
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
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Conference Proceeding
Automated four-dimensional long term imaging enables single cell tracking within organotypic brain slices to study neurodevelopment and degeneration
Linsley, Jeremy W., Tripathi, Atmiyata, Epstein, Irina, Schmunk, Galina, Mount, Elliot, Campioni, Matthew, Oza, Viral, Barch, Mariya, Javaherian, Ashkan, Nowakowski, Tomasz J., Samsi, Siddharth, Finkbeiner, Steven
Published in Communications biology (01.05.2019)
Published in Communications biology (01.05.2019)
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Journal Article
Distributed Deep Learning for Precipitation Nowcasting
Samsi, Siddharth, Mattioli, Christopher J., Veillette, Mark S.
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
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Conference Proceeding
Learning by doing, High Performance Computing education in the MOOC era
Mullen, Julia, Byun, Chansup, Gadepally, Vijay, Samsi, Siddharth, Reuther, Albert, Kepner, Jeremy
Published in Journal of parallel and distributed computing (01.07.2017)
Published in Journal of parallel and distributed computing (01.07.2017)
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Journal Article
Neural scaling of deep chemical models
Frey, Nathan C., Soklaski, Ryan, Axelrod, Simon, Samsi, Siddharth, Gómez-Bombarelli, Rafael, Coley, Connor W., Gadepally, Vijay
Published in Nature machine intelligence (01.11.2023)
Published in Nature machine intelligence (01.11.2023)
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Journal Article
A Deep Learning–Based Velocity Dealiasing Algorithm Derived from the WSR-88D Open Radar Product Generator
Veillette, Mark S., Kurdzo, James M., Stepanian, Phillip M., McDonald, Joseph, Samsi, Siddharth, Cho, John Y. N.
Published in Artificial intelligence for the earth systems (01.07.2023)
Published in Artificial intelligence for the earth systems (01.07.2023)
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Journal Article
Survey of Machine Learning Accelerators
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2020 IEEE High Performance Extreme Computing Conference (HPEC) (22.09.2020)
Published in 2020 IEEE High Performance Extreme Computing Conference (HPEC) (22.09.2020)
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Conference Proceeding
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications
Li, Baolin, Arora, Rohin, Samsi, Siddharth, Patel, Tirthak, Arcand, William, Bestor, David, Byun, Chansup, Roy, Rohan Basu, Bergeron, Bill, Holodnak, John, Houle, Michael, Hubbell, Matthew, Jones, Michael, Kepner, Jeremy, Klein, Anna, Michaleas, Peter, McDonald, Joseph, Milechin, Lauren, Mullen, Julie, Prout, Andrew, Price, Benjamin, Reuther, Albert, Rosa, Antonio, Weiss, Matthew, Yee, Charles, Edelman, Daniel, Vanterpool, Allan, Cheng, Anson, Gadepally, Vijay, Tiwari, Devesh
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
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Conference Proceeding
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis
Reuther, Albert, Kepner, Jeremy, Byun, Chansup, Samsi, Siddharth, Arcand, William, Bestor, David, Bergeron, Bill, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jones, Michael, Klein, Anna, Milechin, Lauren, Mullen, Julia, Prout, Andrew, Rosa, Antonio, Yee, Charles, Michaleas, Peter
Published in 2018 IEEE High Performance extreme Computing Conference (HPEC) (01.09.2018)
Published in 2018 IEEE High Performance extreme Computing Conference (HPEC) (01.09.2018)
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Conference Proceeding
AI Accelerator Survey and Trends
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2021 IEEE High Performance Extreme Computing Conference (HPEC) (20.09.2021)
Published in 2021 IEEE High Performance Extreme Computing Conference (HPEC) (20.09.2021)
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Conference Proceeding
Imaging mass spectrometry analysis for follicular lymphoma grading
Samsi, S.S., Krishnamurthy, A.K., Reid Groseclose, M., Caprioli, R.M., Lozanski, G., Gurcan, M.N.
Published in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2009)
Published in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2009)
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Conference Proceeding
Journal Article
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference
Samsi, Siddharth, Zhao, Dan, McDonald, Joseph, Li, Baolin, Michaleas, Adam, Jones, Michael, Bergeron, William, Kepner, Jeremy, Tiwari, Devesh, Gadepally, Vijay
Published in 2023 IEEE High Performance Extreme Computing Conference (HPEC) (25.09.2023)
Published in 2023 IEEE High Performance Extreme Computing Conference (HPEC) (25.09.2023)
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Conference Proceeding
Automated four-dimensional long term imaging enables single cell tracking within organotypic brain slices to study neurodevelopment and degeneration
Linsley, Jeremy W, Tripathi, Atmiyata, Epstein, Irina, Schmunk, Galina, Mount, Elliot, Campioni, Matthew, Oza, Viral, Barch, Mariya, Javaherian, Ashkan, Nowakowski, Tomasz J, Samsi, Siddharth, Finkbeiner, Steven
Published in Communications biology (01.05.2019)
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Published in Communications biology (01.05.2019)
Journal Article
Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers
Mullen, Julia, Reuther, Albert, Arcand, William, Bergeron, Bill, Bestor, David, Byun, Chansup, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jones, Michael, Klein, Anna, Michaleas, Peter, Milechin, Lauren, Prout, Andrew, Rosa, Antonio, Samsi, Siddharth, Yee, Charles, Kepner, Jeremy
Published in High Performance Computing (01.01.2018)
Published in High Performance Computing (01.01.2018)
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Book Chapter
Automated dense neuronal fiber tracing and connectivity mapping at cellular level
Brattain, Laura J., Telfer, Brian A., Samsi, Siddharth, Taeyun Ku, Heejin Choi, Kwanghun Chung
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
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Conference Proceeding
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service
Li, Baolin, Samsi, Siddharth, Gadepally, Vijay, Tiwari, Devesh
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
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Conference Proceeding
AI and ML Accelerator Survey and Trends
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2022 IEEE High Performance Extreme Computing Conference (HPEC) (19.09.2022)
Published in 2022 IEEE High Performance Extreme Computing Conference (HPEC) (19.09.2022)
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Conference Proceeding