Wonjun Choi

Assistant Professor

Chonnam National University

South Korea

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About

Dr. Wonjun Choi is an Assistant Professor at Chonnam National University in South Korea. His research interests focus on areas such as occupant behavior, deep learning applications in load and temperature forecasting, and probabilistic modeling of thermal environments. He has contributed to recent articles exploring the impact of metabolic rate variations on PMV prediction uncertainty and the development of frameworks for assessing thermal satisfaction and pedestrian wind environments.

Articles (11)

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2025

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2023

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2023

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2022

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2022

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2022

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2021

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2021

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2021

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2021

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2020

Collaborators (2)

Yasunori Akashi

University of Tokyo

JAPAN

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Wonseok Oh

Assistant Professor

Hanbat National University

SOUTH KOREA

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Wonjun Choi

Research Interests

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Articles (11)

Impact of occupant behavior–driven metabolic rate variations on PMV prediction uncertainty through global sensitivity analysis

Interpretable deep learning model for load and temperature forecasting: Depending on encoding length, models may be cheating on wrong answers

Performance evaluation of deep learning architectures for load and temperature forecasting under dataset size constraints and seasonality

Probabilistic uncertainty quantification of borehole thermal resistance in real-world scenarios

Bayesian prediction model of thermally satisfied occupants considering stochasticity due to inter- and intra-individual thermal sensation variations

Influence of a Better Prediction of Thermal Satisfaction for the Implementation of an HVAC-Based Demand Response Strategy

Development of chiller-attached apparatus for accurate initial ground temperature measurement: Insights from global sensitivity analysis of thermal response tests

Development of chiller-attached apparatus for accurate initial ground temperature measurement: Insights from global sensitivity analysis of thermal response tests

Development of probabilistic assessment framework for pedestrian wind environment using Bayesian technique

Development of probabilistic assessment framework for pedestrian wind environment using Bayesian technique (vol 187, 107419, 2021)

Development of physiological human model considering mist wettedness for mist-spraying environments

Collaborators (2)

Yasunori Akashi

Wonseok Oh

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