나채성 (Chaeseong Na)

Publications

[2] H. An*, W. Roh, C. Na, S. Shin, J. Lee, C.B. Kim*, "3D X-ray Tomography–Driven Descriptor Framework for Predicting Thermal Conductivity of Polymer Composites," 2025, In review.

[1] C. Na+, S. Shin+, D. Lee, Y. Yoon, S.-k. Ahn, H. An*, J. Lee*, C.B. Kim*, "Data-Driven Engineering and Analysis of Polymer Composites with High Thermal Conductivity," Composites Science and Technology, 2025, 272, 111400. [Link]

Conference Talks

[5] C.S. Na(Poster Presenter), S.S. Shin, H. An, J.G. Lee, C.B. Kim*, "Bayesian Optimization and Structural Analysis of Polymer Composites for Enhanced Thermal Conductivity," The Polymer Society of Korea National Meeting, Jeju, Korea, April 2025.

[4] C.S. Na (Poster Presenter), S.S. Shin, H. An, J.G. Lee, C.B. Kim*, "Optimizing Thermal Interface Material Properties in Polymer Composites Using Machine Learning Based Bayesian Optimization," The Korean Society of Industrial and Engineering Chemistry, Gwangju, Korea, November 2024.

[3] C.S. Na(Poster Presenter), S.S. Shin, H. An, J.G. Lee, C.B. Kim*, "Bayesian Optimization for Tailoring Filler Formulations in Polymer Composite for Efficient Heat Dissipation," The Polymer Society of Korea National Meeting, Busan, Korea, October 2024. 

[2] C.S. Na (Oral Presenter), C.B. Kim*, "Machine Learning for Optimizing Thermal Conductivity of Polymer Composite Based Thermal Interface Materials," The Korean Society of Industrial and Engineering Chemistry, Busan, Korea, May 2024.

[1] C.S. Na (Oral Presenter), C.B. Kim*, "Machine Learning for Optimizing Thermal Conductivity of Thermal Interface Materials," PNU BK21 Four MICE Workshop, Busan, Korea, December 2023.