General Lab Information

Hyun-Myung Woo

Research Associate, Applied Math, Computational Science Initiative

Hyun-Myung Woo

Brookhaven National Laboratory

Computational Science Initiative
P.O. Box 5000
Upton, NY 11973-5000

(979) 721-1264
hwoo@bnl.gov

Expertise | Education | Publications


Expertise

  • Optimal experimental design
  • Scientific machine learning
  • Optimal decision-making
  • Optimal computational screening
  • Comparative network analysis

Education

Ph.D., Electrical & Computer Engineering, Texas A&M University (2022)

M.S., Computer Science, Yonsei University (2010)

B.S., Information & Computer Engineering, Yonsei University (2008)

Selected Publications

  • Woo H-M, Hong Y, Kwon B, Yoon B-J (2021) Accelerating Optimal Experimental Design for Robust Synchronization of Uncertain Kuramoto Oscillator Model Using Machine Learning. IEEE Transactions on Signal Processing 69:6473–6487. https://doi.org/10.1109/tsp.2021.3130967
  • Woo H-M, Yoon B-J (2020) MONACO: accurate biological network alignment through optimal neighborhood matching between focal nodes. Bioinformatics 37:1401–1410. https://doi.org/10.1093/bioinformatics/btaa962
  • Hyun-Myung Woo, Jaekwon Kim, Joo-Hyun Yi, Yong-Soo Cho (2010) Reduced-Complexity ML Signal Detection for Spatially Multiplexed Signal Transmission Over MIMO Systems With Two Transmit Antennas. IEEE Transactions on Vehicular Technology 59:1036–1041. https://doi.org/10.1109/tvt.2009.2034459
  • Woo H-M, Jeong H, Yoon B-J (2020) NAPAbench 2: A network synthesis algorithm for generating realistic protein-protein interaction (PPI) network families. PLOS ONE 15:e0227598. https://doi.org/10.1371/journal.pone.0227598
Hyun-Myung Woo

Brookhaven National Laboratory

Computational Science Initiative
P.O. Box 5000
Upton, NY 11973-5000

(979) 721-1264
hwoo@bnl.gov

Hyun-Myung's Links