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Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response


Jan 03, 2023
Xihaier Luo, Sean McCorkle, Gilchan Park, Vanessa Lopez-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Francis J. Alexander, Byung-Jun Yoon

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* 9 pages, 6 figures 

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Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design


Mar 14, 2022
Qihua Chen, Hyun-Myung Woo, Xuejin Chen, Byung-Jun Yoon

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* 14 pages, 5 figures 

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Multi-Objective Latent Space Optimization of Generative Molecular Design Models


Mar 01, 2022
A N M Nafiz Abeer, Nathan Urban, M Ryan Weil, Francis J. Alexander, Byung-Jun Yoon

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* 13 pages, 6 figures 

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Adaptive Group Testing with Mismatched Models


Oct 05, 2021
Mingzhou Fan, Byung-Jun Yoon, Francis J. Alexander, Edward R. Dougherty, Xiaoning Qian

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* full length version for ICASSP 

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Optimal Decision Making in High-Throughput Virtual Screening Pipelines


Sep 23, 2021
Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon

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Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning


Sep 05, 2021
Omar Maddouri, Xiaoning Qian, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon

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Geometric Affinity Propagation for Clustering with Network Knowledge


Mar 26, 2021
Omar Maddouri, Xiaoning Qian, Byung-Jun Yoon

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Quantifying the multi-objective cost of uncertainty


Oct 07, 2020
Byung-Jun Yoon, Xiaoning Qian, Edward R. Dougherty

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Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations


Jul 12, 2020
Youngjoon Hong, Bongsuk Kwon, Byung-Jun Yoon

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