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Franck Cappello

argonne national laboratory

56H-index
477Paper Count
1.3WCitation Count
Published Papers 48
Publication Date
EAIRA: Establishing a methodology for evaluating LLMs as scientific research assistants
err2026-09-08
err0
PREAI
errFranck Cappello; Sandeep Madireddy; Robert Underwood; Neil Getty; Nicholas Lee-Ping Chia; Nesar Ramachandra; Tuan Dung Nguyen; Murat Keçeli; Tanwi Mallick; Zilinghan Li; Marieme Ngom; Chenhui Zhang; Angel Yanguas-Gil; Evan Antoniuk; Bhavya Kailkhura; Minyang Tian; Yufeng Du; Yuan-Sen Ting; Azton Wells; Bogdan Nicolae; Avinash Maurya; M. Mustafa Rafique; Eliu Huerta; Bo Li; Ian Foster; Rick Stevens
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SLyCE: An Efficient Surrogate-Based Lossy Compression Quality Estimation Framework
err2026-07-20
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PREAI
errArham Khan; Sheng Di; Kai Zhao; Jinyang Liu; Kyle Chard; Ian Foster; Franck Cappello
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Preface of Special Issue on Highlights from the Joint-Laboratory on Extreme Scale Computing
err2025-06-01
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PREAI
errCappello, Franck; Partzsch, Ruth; Katz, Daniel S.; Tomov, Stanimire; Gaikwad, Shreyas Sunil; Nar-ayanan, Sri Hari Krishna; Campin, Jean-Michel; Pillar, Helen; Nguyen, An; Hovland, Paul; Heimbach, Patrick; Ruiz, Juan Miguel de Haro; Ringlein, Daniel khard; Mendez, Sandra; Mercadal, Estanislao; Visser, Anke; Garci, Marta; Ahmed, Iftekhar; Poole, Marshall Scott; Norman, Emily; Simpson, Elizabeth; Cappello, Franck; Partzsch, Ruth; Katz, Daniel S.
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SWARM: Reimagining scientific workflow management systems in a distributed world
err2025-05-15
err0
PREAI
errPrasanna Balaprakash; Krishnan Raghavan; Franck Cappello; Ewa Deelman; Anirban Mandal; Hongwei Jin; Imtiaz Mahmud; Komal Thareja; Shixun Wu; Pawel Zuk; Mariam Kiran; Zizhong Chen; Sheng Di; Kesheng Wu
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Multifacets of lossy compression for scientific data in the Joint-Laboratory of Extreme Scale Computing
err2025-02-01
err0
PREAI
errCappello, Franck; Acosta, Mario; Agullo, Emmanuel; Anzt, Hartwig; Calhoun, Jon; Di, Sheng; Giraud, Luc; Gruetzmacher, Thomas; Jin, Sian; Sano, Kentaro; Sato, Kento; Singh, Amarjit; Tao, Dingwen; Tian, Jiannan; Ueno, Tomohiro; Underwood, Robert; Vivien, Frederic; Yepes, Xavier; Kazutomo, Yoshii; Zhang, Boyuan
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Black-box statistical prediction of lossy compression ratios for scientific data
err2023-06-14
err2
errOAAI
errUnderwood, Robert; Bessac, Julie; Krasowska, David; Calhoun, Jon C.; Di, Sheng; Cappello, Franck
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SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors
err2023-04-01
err23
errOAAI
errLiang, Xin; Zhao, Kai; Di, Sheng; Li, Sihuan; Underwood, Robert; Gok, Ali M.; Tian, Jiannan; Deng, Junjing; Calhoun, Jon C.; Tao, Dingwen; Chen, Zizhong; Cappello, Franck
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Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints
err2022-12-01
err3
errOAAI
errLiu, Yuanjian; Di, Sheng; Zhao, Kai; Jin, Sian; Wang, Cheng; Chard, Kyle; Tao, Dingwen; Foster, Ian; Cappello, Franck
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OptZConfig: Efficient Parallel Optimization of Lossy Compression Configuration
err2022-12-01
err3
errOAAI
errUnderwood, Robert; Calhoun, Jon C.; Di, Sheng; Apon, Amy; Cappello, Franck
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Online data analysis and reduction: An important Co-design motif for extreme-scale computers
err2021-06-12
err10
errOAAI
errFoster, Ian; Ainsworth, Mark; Bessac, Julie; Cappello, Franck; Choi, Jong; Di, Sheng; Di, Zichao; Gok, Ali M.; Guo, Hanqi; Huck, Kevin A.; Kelly, Christopher; Klasky, Scott; van Dam, Kerstin Kleese; Liang, Xin; Mehta, Kshitij; Parashar, Manish; Peterka, Tom; Pouchard, Line; Shu, Tong; Tugluk, Ozan; van Dam, Hubertus; Wan, Lipeng; Wolf, Matthew; Wozniak, Justin M.; Xu, Wei; Yakushin, Igor; Yoo, Shinjae; Munson, Todd
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Demystifying asynchronous I/O Interference in HPC applications
err2021-05-13
err8
errOAAI
errTseng, Shu-Mei; Nicolae, Bogdan; Cappello, Franck; Chandramowlishwaran, Aparna
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FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks
err2021-01-01
err65
errOAAI
errZhao, Kai; Di, Sheng; Li, Sihuan; Liang, Xin; Zhai, Yujia; Chen, Jieyang; Ouyang, Kaiming; Cappello, Franck; Chen, Zizhong
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Performance Optimization for Relative-Error-Bounded Lossy Compression on Scientific Data
err2020-07-01
err8
errOAAI
errZou, Xiangyu; Lu, Tao; Xia, Wen; Wang, Xuan; Zhang, Weizhe; Zhang, Haijun; Di, Sheng; Tao, Dingwen; Cappello, Franck
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Use cases of lossy compression for floating-point data in scientific data sets
err2019-07-09
err92
errOAAI
errCappello, Franck; Di, Sheng; Li, Sihuan; Liang, Xin; Gok, Ali Murat; Tao, Dingwen; Yoon, Chun Hong; Wu, Xin-Chuan; Alexeev, Yuri; Chong, Frederic T.
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Exploring Properties and Correlations of Fatal Events in a Large-Scale HPC System
err2019-02-01
err14
errOAAI
errDi, Sheng; Guo, Hanqi; Gupta, Rinku; Pershey, Eric R.; Snir, Marc; Cappello, Franck
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Coping with silent and fail-stop errors at scale by combining replication and checkpointing
err2018-12-01
err11
errOAAI
errBenoit, Anne; Cavelan, Aurelien; Cappello, Franck; Raghavan, Padma; Robert, Yves; Sun, Hongyang
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Transferring a petabyte in a day
err2018-11-01
err24
errOAAI
errKettimuthu, Rajkumar; Liu, Zhengchun; Wheeler, David; Foster, Ian; Heitmann, Katrin; Cappello, Franck
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