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Ryan Chard

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Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision

Feb 05, 2024
Nathaniel Hudson, J. Gregory Pauloski, Matt Baughman, Alok Kamatar, Mansi Sakarvadia, Logan Ward, Ryan Chard, André Bauer, Maksim Levental, Wenyi Wang, Will Engler, Owen Price Skelly, Ben Blaiszik, Rick Stevens, Kyle Chard, Ian Foster

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Linking the Dynamic PicoProbe Analytical Electron-Optical Beam Line / Microscope to Supercomputers

Aug 25, 2023
Alexander Brace, Rafael Vescovi, Ryan Chard, Nickolaus D. Saint, Arvind Ramanathan, Nestor J. Zaluzec, Ian Foster

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APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service

Aug 17, 2023
Zilinghan Li, Shilan He, Pranshu Chaturvedi, Trung-Hieu Hoang, Minseok Ryu, E. A. Huerta, Volodymyr Kindratenko, Jordan Fuhrman, Maryellen Giger, Ryan Chard, Kibaek Kim, Ravi Madduri

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AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources

Apr 09, 2023
Anakha V Babu, Tekin Bicer, Saugat Kandel, Tao Zhou, Daniel J. Ching, Steven Henke, Siniša Veseli, Ryan Chard, Antonino Miceli, Mathew Joseph Cherukara

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Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources

Mar 15, 2023
Logan Ward, J. Gregory Pauloski, Valerie Hayot-Sasson, Ryan Chard, Yadu Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur, Ian Foster

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OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science

Feb 15, 2023
Maksim Levental, Arham Khan, Ryan Chard, Kazutomo Yoshi, Kyle Chard, Ian Foster

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Deep learning at the edge enables real-time streaming ptychographic imaging

Sep 20, 2022
Anakha V Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J. Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V. Holt, Ian T. Foster, Antonino Miceli, Mathew J. Cherukara

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Globus Automation Services: Research process automation across the space-time continuum

Aug 19, 2022
Ryan Chard, Jim Pruyne, Kurt McKee, Josh Bryan, Brigitte Raumann, Rachana Ananthakrishnan, Kyle Chard, Ian Foster

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FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy

Jul 14, 2022
Nikil Ravi, Pranshu Chaturvedi, E. A. Huerta, Zhengchun Liu, Ryan Chard, Aristana Scourtas, K. J. Schmidt, Kyle Chard, Ben Blaiszik, Ian Foster

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