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Choi, Jong Youl
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1

Active learning of neural network potentials for rare event:

Jung, Gang Seob ; Choi, Jong Youl ; Lee, Sangkeun Matthew
Digital Discovery.  3 (2024)  3 - p. 514-527 , 2024
Link: https://doi.org/10.1039/..
 
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2

DDStore: Distributed Data Store for Scalable Training of Gr..:

, In: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis,
Choi, Jong Youl ; Lupo Pasini, Massimiliano ; Zhang, Pei... - p. 941-950 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Analyzing File Access Patterns on Large-Scale HPC Systems: ..:

, In: 2023 31st International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS),
Karimi, Ahmad Maroof ; Paul, Arnab K. ; Choi, Jong Youl.. - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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4

Maintaining Trust in Reduction: Preserving the Accuracy of ..:

, In: Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation; Communications in Computer and Information Science,
Gong, Qian ; Liang, Xin ; Whitney, Ben... - p. 22-39 , 2022
Link: https://doi.org/10.1007/..
 
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5

Hybrid Analysis of Fusion Data for Online Understanding of ..:

, In: 2022 IEEE International Conference on Cluster Computing (CLUSTER),
Suchyta, Eric ; Choi, Jong Youl ; Ku, Seung-Hoe... - p. 218-229 , 2022
Link: https://doi.org/10.1109/..
 
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6

Machine Learning Assisted HPC Workload Trace Generation for..:

, In: Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing,
Paul, Arnab K. ; Choi, Jong Youl ; Karimi, Ahmad Maroof. - p. 199-212 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Scalable training of graph convolutional neural networks fo..:

Choi, Jong Youl ; Zhang, Pei ; Mehta, Kshitij..
Journal of Cheminformatics.  14 (2022)  1 - p. , 2022
Link: https://doi.org/10.1186/..
 
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8

A Neural Network Approach to Predict Gibbs Free Energy of T..:

Laiu, Paul ; Yang, Ying ; Lupo Pasini, Massimiliano..
Journal of Phase Equilibria and Diffusion.  43 (2022)  6 - p. 916-930 , 2022
Link: https://doi.org/10.1007/..
 
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9

DYFLOW: A flexible framework for orchestrating scientific w..:

, In: 50th International Conference on Parallel Processing Workshop,
Singhal, Swati ; Sussman, Alan ; Wolf, Matthew.. - p. 1-11 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

Characterizing Output Bottlenecks of a Production Supercomp..:

Xie, Bing ; Oral, Sarp ; Zimmer, Christopher...
ACM Transactions on Storage (TOS).  15 (2020)  4 - p. 1-39 , 2020
Link: https://dl.acm.org/doi/1..
 
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11

A Co-Design Study Of Fusion Whole Device Modeling Using Cod..:

, In: 2019 IEEE/ACM 5th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-5),
Choi, Jong Youl ; Logan, Jeremy ; Mehta, Kshitij... - p. 35-41 , 2019
Link: https://doi.org/10.1109/..
 
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12

Characterizing Output Bottlenecks of a Production Supercomp..:

Xie, Bing ; Oral, Sarp ; Zimmer, Christopher...
ACM Transactions on Storage.  15 (2019)  4 - p. 1-39 , 2019
Link: https://doi.org/10.1145/..
 
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13

Understanding Performance-Quality Trade-offs in Scientific ..:

, In: 2019 IEEE/ACM 5th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-5),
Chen, Jieyang ; Pugmire, David ; Wolf, Matthew... - p. 1-7 , 2019
Link: https://doi.org/10.1109/..
 
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14

Harnessing Data Movement in Virtual Clusters for In-Situ Ex..:

Huang, Dan ; Liu, Qing ; Klasky, Scott...
IEEE Transactions on Parallel and Distributed Systems.  30 (2019)  3 - p. 615-629 , 2019
Link: https://doi.org/10.1109/..
 
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15

Coupling Exascale Multiphysics Applications: Methods and Le..:

, In: 2018 IEEE 14th International Conference on e-Science (e-Science),
Choi, Jong Youl ; Churchill, Michael ; Davis, Philip... - p. 442-452 , 2018
Link: https://doi.org/10.1109/..
 
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