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Byung-Jun Yoon

texas a&m university

24H-index
238Paper Count
2.7KCitation Count
Published Papers 42
Publication Date
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Transformer-Based Detection of Colonic Peristalsis Excitement in Spinal Cord Injured Mice via Electrocolonogram Signal Processing
errIEEE Access
IF3.6
err2026-07-24
err0
errOAAI
errPei-Hung Chung; Junxiang Zheng; Cédric G. Geoffroy; Hangue Park; Byung-Jun Yoon
errShare
errSave
Variable rate neural compression for sparse detector data
errPatterns
IF7.4
err2026-02-02
err0
errOAAI
errYi Huang; Yeonju Go; Jin Huang; Shuhang Li; Xihaier Luo; Thomas Marshall; Joseph D. Osborn; Christopher Pinkenburg; Yihui Ren; Evgeny Shulga; Shinjae Yoo; Byung-Jun Yoon
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errSave
Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders
errMol. Syst. Des. Eng.
IF0
err2025-10-18
err0
errOAAI
errA N M Nafiz Abeer; Sanket Jantre; Nathan Urban; Byung-Jun Yoon
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errSave
An Effective Pipeline for Training Variational Autoencoders for Synthesizable and Optimized Molecular Design
errIEEE ACCESS
IF3.6
err2025-01-01
err1
errOAAI
errMozumder, Fardeen H.; Yoon, Byung-Jun
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Multi-objective latent space optimization of generative molecular design models
errPATTERNS
IF7.4
err2024-10-01
err1
errOAAI
errAbeer, A. N. M. Nafiz; Urban, Nathan M.; Weil, M. Ryan; Alexander, Francis J.; Yoon, Byung-Jun
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errSave
Identifying Bayesian optimal experiments for uncertain biochemical pathway models
errSCIENTIFIC REPORTS
IF3.9
err2024-07-02
err0
errOAAI
errIsenberg, Natalie M.; Mertins, Susan D.; Yoon, Byung-Jun; Reyes, Kristofer G.; Urban, Nathan M.
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errSave
Location-based electrotactile feedback localizes hitting point in virtual-reality table tennis game
errBIOMEDICAL ENGINEERING LETTERS
IF2.8
err2024-02-20
err1
PREAI
errOh, Semyoung; Yoon, Byung-Jun; Park, Hangue
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errSave
Entropy removal of medical diagnostics
errSCIENTIFIC REPORTS
IF3.9
err2024-01-12
err0
errOAAI
errHe, Shuhan; Chong, Paul; Yoon, Byung-Jun; Chung, Pei-Hung; Chen, David; Marzouk, Sammer; Black, Kameron C.; Sharp, Wilson; Safari, Pedram; Goldstein, Joshua N.; Raja, Ali S.; Lee, Jarone
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errSave
Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery
errPATTERNS
IF7.4
err2023-11-01
err2
errOAAI
errQian, Xiaoning; Yoon, Byung-Jun; Arroyave, Raymundo; Qian, Xiaofeng; Dougherty, Edward R.
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errSave
Geometric Affinity Propagation for Clustering With Network Knowledge
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-11-01
err2
errOAAI
errMaddouri, Omar; Qian, Xiaoning; Yoon, Byung-Jun
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errSave
Accelerating scientific discoveries through data-driven innovations
errPATTERNS
IF7.4
err2023-11-01
err0
errOAAI
errAlexander, Francis J.; Lin, Meifeng; Qian, Xiaoning; Yoon, Byung-Jun
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errSave
Optimal decision-making in high-throughput virtual screening pipelines
errPATTERNS
IF7.4
err2023-11-01
err1
errOAAI
errWoo, Hyun-Myung; Qian, Xiaoning; Tan, Li; Jha, Shantenu; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun
errShare
errSave
A rigorous uncertainty-aware quantification framework is essential for reproducible and replicable machine learning workflows
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err3
errOAAI
errPouchard, Line; Reyes, Kristofer G.; Alexander, Francis J.; Yoon, Byung-Jun
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errSave
Optimal high-throughput virtual screening pipeline for efficient selection of redox-active organic materials
errISCIENCE
IF4.1
err2023-01-01
err1
errOAAI
errWoo, Hyun-Myung; Allam, Omar; Chen, Junhe; Jang, Seung Soon; Yoon, Byung-Jun
errShare
errSave
Looking back on forward-looking COVID models
errPATTERNS
IF7.4
err2022-07-01
err1
errOAAI
errChong, Paul; Yoon, Byung-Jun; Lai, Debbie; Carlson, Michael; Lee, Jarone; He, Shuhan
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errSave
AI-enabled, implantable, multichannel wireless telemetry for photodynamic therapy
errNATURE COMMUNICATIONS
IF15.7
err2022-04-21
err22
errOAAI
errKim, Woo Seok; Khot, M. Ibrahim; Woo, Hyun-Myung; Hong, Sungcheol; Baek, Dong-Hyun; Maisey, Thomas; Daniels, Brandon; Coletta, P. Louise; Yoon, Byung-Jun; Jayne, David G.; Park, Sung Il
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errSave
Robust importance sampling for error estimation in the context of optimal Bayesian transfer learning
errPATTERNS
IF7.4
err2022-03-01
err1
errOAAI
errMaddouri, Omar; Qian, Xiaoning; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun
errShare
errSave
Co-design Center for Exascale Machine Learning Technologies (ExaLearn)
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2021-09-27
err11
errOAAI
errAlexander, Francis J.; Ang, James; Bilbrey, Jenna A.; Balewski, Jan; Casey, Tiernan; Chard, Ryan; Choi, Jong; Choudhury, Sutanay; Debusschere, Bert; DeGennaro, Anthony M.; Dryden, Nikoli; Ellis, J. Austin; Foster, Ian; Cardona, Cristina Garcia; Ghosh, Sayan; Harrington, Peter; Huang, Yunzhi; Jha, Shantenu; Johnston, Travis; Kagawa, Ai; Kannan, Ramakrishnan; Kumar, Neeraj; Liu, Zhengchun; Maruyama, Naoya; Matsuoka, Satoshi; McCarthy, Erin; Mohd-Yusof, Jamaludin; Nugent, Peter; Oyama, Yosuke; Proffen, Thomas; Pugmire, David; Rajamanickam, Sivasankaran; Ramakrishniah, Vinay; Schram, Malachi; Seal, Sudip K.; Sivaraman, Ganesh; Sweeney, Christine; Tan, Li; Thakur, Rajeev; Van Essen, Brian; Ward, Logan; Welch, Paul; Wolf, Michael; Xantheas, Sotiris S.; Yager, Kevin G.; Yoo, Shinjae; Yoon, Byung-Jun
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errSave
Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations
errIEEE ACCESS
IF3.6
err2021-01-01
err8
errOAAI
errHong, Youngjoon; Kwon, Bongsuk; Yoon, Byung-Jun
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errSave
Quantifying the Multi-Objective Cost of Uncertainty
errIEEE ACCESS
IF3.6
err2021-01-01
err7
errOAAI
errYoon, Byung-Jun; Qian, Xiaoning; Dougherty, Edward R.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
I
Ian Foster
H-index: 124 · Papers: 1.4K
P
P. Nugent
H-index: 102 · Papers: 1.2K
J
J. Balewski
H-index: 88 · Papers: 365
T
Theodore J. Price
H-index: 75 · Papers: 491
P
P. P. Vaidyanathan
H-index: 74 · Papers: 655
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