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Myungsoo Yoo
A postdoctoral fellow
University of Texas at Austin
myungsoo.yoo@austin.utexas.edu
I am a postdoctoral fellow working with Dr. Mevin Hooten in the Department of Statistics and Data Science at the University of Texas at Austin. I received my PhD in Statistics from the University of Missouri under the supervision of Dr. Christopher K. Wikle. I am interested in Spatial statistics, Spatio-temporal statistics in the Bayesian framework, and statistical deep learning for Spatial and Spatio-temporal data.
Recent News
The article "Emulation With Uncertainty Quantification of Regional Sea-Level Change Caused by the Antarctic Ice Sheet" is published.
Yoo et al.(2025). Emulation with uncertainty quantification of regional sea‐level change caused by the Antarctic Ice Sheet. Journal of Geophysical Research: Machine Learning and Computation, 2, e2024JH000349.
Won the travel grant for ARVO 2024, "the Retina Research Foundation/Joseph M. and Eula C. Lawrence Travel Grant."
The article "A Bayesian spatio-temporal level set dynamic model and application to fire front propagation" is published.
Yoo, M. and Wikle, C.K. (2024). A Bayesian spatio-temporal level set dynamic model and application to fire front propagation. The Annals of Applied Statistics, 18(1): 404-423.
Research Interests
Spatial and Spatio-temporal statistics
Deep learning
Environmental Statistics
Bayesian Hierarchical Models
Bayesian Statistics
Animal movement
Surrogate models
Education
Ph.D. in Statistics, University of Missouri, 2024.
Master in Statistics, Sungkyunkwan University, Korea, 2019.
Bachelor in Statistics, and Library and Information Science, Sungkyungkwan University, Korea, 2015
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