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Publications by Sunmin KIM
Dual State-Parameter Updating Scheme on a Conceptual Hydrologic Model Using Sequential Monte Carlo Filters
Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
Prediction on Appearance Frequency of Atmospheric Characteristics Causing Localized Heavy Rainfall During Baiu Season Under Climate Change
Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
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State Estimation in Large-Scale Open Channel Networks Using Sequential Monte Carlo Methods: Optimal Sampling Importance Resampling and Implicit Particle Filters
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Elements of Sequential Monte Carlo
Foundations and Trends in Machine Learning
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Noise-Parameter Uncertainties: A Monte Carlo Simulation
Journal of Research of the National Institute of Standards and Technology
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Sequential Monte Carlo-Guided Ensemble Tracking
PLoS ONE
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Reliability Assessment of Distribution Networks Using Sequential Monte Carlo Simulation
Assessing Parameter Invariance in Item Response Theory’s Logistic Two Item Parameter Model: A Monte Carlo Investigation
Tutorials in Quantitative Methods for Psychology
Sequential Monte Carlo Sampling for DSGE Models
SSRN Electronic Journal