Soft Matter and Statistical Physics Theory Lab

연성물질통계이론연구실

관련기사 바로가기
연성물질통계이론연구실

I am a statistical physicist with an interdisciplinary background, having worked on soft matter physics, polymer physics, biophysics and machine learning. Currently, my primary research interest is in the theoretical modeling of nanometer scale structure formation of polymeric materials using mean field and beyond-mean field theory, and the application of deep learning for soft matter and biological physics researches.

Major research field

Statistical Physics, Soft Matters, Biological Physics, Block Copolymers, Nanostructures & Patterning, Complex Systems, Machine Learning&Deep Learning

Desired field of research

Research Keywords and Topics

Statistical Physics of Soft Materials
Mean Field Theory of Nanostructured Polymers
Beyond Mean Field Theories of Polymers
Acceleration of Field Theoretic Simulation of Polymers Using Deep Learning
Study of Bacterial Motility Using Deep Learning
Application of Non-equilibrium Statistical Physics for Bacteria Motion
Study of Rating System in Sports

Research Publications
MORE

"Atomically Flat, 2D Edge Directed Self-Assembly of Block Copolymers", Hyeong Min Jin, Jang Hwan Kim, Hyeon U Jeong, Hye-In Yeom, Kyu Hyo Han, Geon Gug Yang, Heejae Choi, Jong Min Kim, Sang-Hee Ko Park, Jaeup U. Kim*, Seong-Jun Jeong*, Sang Ouk Kim*; Adv Mater., 35, 2207338 (2023).
“Accelerating Langevin Field-Theoretic Simulation of Polymers with Deep Learning”, Daeseong Yong, Jaeup U. Kim*; Macromolecules, 55, 15, 6505–6515 (2022).
“Order-to-Disorder Transition of Cylinder-Forming Block Copolymer Films Confined within Neutral Interfaces”, Daeseong Yong, Yeongsik Kim, Du Yeol Ryu*, Jaeup U. Kim*, Macromolecules, 54, 11304–11315 (2021).
“Anomalous Rapid Defect Annihilation in Self-Assembled Nanopatterns by Defect Melting”, B. H. Kim, S. J. Park, H. M. Jin, J. Y. Kim, S. –W. Son, M. H. Kim, C. M. Koo, J. Shin, J. U. Kim* and S. O. Kim*, Nano Letters, vol. 15, p. 1190–1196 (2015)

국가과학기술표준분류

  • NB. 물리학
  • NB02. 통계물리
  • NB0299. 달리 분류되지 않는 통계물리

국가기술지도분류

  • 기반주력산업 가치창출
  • 041600. 나노 소재/소자기술

녹색기술분류

  • 녹색기술관련 과제 아님
  • 녹색기술관련 과제 아님
  • 999. 녹색기술 관련과제 아님

6T분류

  • NT 분야
  • 나노소재
  • 030212. 기타 나노소재기술