Search Results for author: Hyun-Myung Woo

Found 2 papers, 1 papers with code

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

1 code implementation14 Mar 2022 Qihua Chen, Xuejin Chen, Hyun-Myung Woo, Byung-Jun Yoon

In this work, we propose a novel scheme to reduce the computational cost for objective-UQ via MOCU based on a data-driven approach.

Experimental Design Uncertainty Quantification

Optimal Decision Making in High-Throughput Virtual Screening Pipelines

no code implementations23 Sep 2021 Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon

The need for efficient computational screening of molecular candidates that possess desired properties frequently arises in various scientific and engineering problems, including drug discovery and materials design.

Decision Making Drug Discovery +2

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