معرفی
Byung-Jun Yoon is a Professor at the Department of Electrical and Computer Engineering, Texas A&M University, with a joint appointment as a Scientist in the Computational Science Initiative at Brookhaven National Laboratory. His academic journey includes a B.S. in Electrical Engineering from Seoul National University (1998), and M.S. & Ph.D. in Electrical Engineering from Caltech (2002 & 2007).
- Key Research Areas: Scientific AI/ML, Optimal Experimental Design (OED), Objective-Based Uncertainty Quantification (UQ), Computational Network Biology & Bioinformatics.
- Notable Contributions: Development of uncertainty-aware machine learning frameworks for materials discovery, computational biology applications, and optimization of virtual screening pipelines.
Scientific Awards & Recognitions:
- NSF CAREER Award (2012)
- Best Paper Award at APBC (2011)
- Best Paper Award at MCBIOS (2015)
- SLATE Teaching Excellence Award (2009)
- Microsoft Research Ph.D. Fellowship (2004)
- Killgore Fellowship (2001)
- KFAS Doctoral Scholarship (2001)
Current Appointments: Professor at Texas A&M University (2023–present), Scientist at Brookhaven National Laboratory (2018–present). Former roles include Associate Professor (2014–2023) and Assistant Professor (2008–2014) at Texas A&M.
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