2026
212. Reaction network evolution and dynamic hydrogen redistribution in PAN stabilization revealed by machine learning potential-driven molecular dynamics
Hei Je Jeong, Hyejin Lee, Injun Jang, Kyungju Nam, Seung Hyo Noh, Donghwi Kim, Han Gi Chae* and Seung Geol Lee*
211. Energy-efficient and application-specific neuromorphic computing via oxygen vacancy migration engineering in multi-layered memristors
Sola Moon, Seongwook Chae, Kitae Park, Hyejin Lee, Hengquan Guo, Cheolhong Park, Donggyu Kim, Hyunhyub Ko, Hyun-Mi Kim, Hyeongkeun Kim, Seung Geol Lee* and Tae-Sik Yoon*
210. Extrapolative machine learning for resource-efficient dyeing recipe design in recycled PET/PCT microfiber
Hyeokjun Cho and Seung Geol Lee*
209. Core-shell particle engineering overturns conventionalpurity-corrosion dependence in Mg alloys
Jeong- Ki Kim, Jaeho Kwon, Du-Won Min, Joonghoon Kim, Seongwook Chae, Seung Geol Lee, Byoungkoo Kim, Sung Soo Park* and Nack J. Kim
208. Data-driven spectral prediction of black dyeing in recycled polymer microfibers via multi-output regression
Hyeokjun Cho and Seung Geol Lee*
207. Simple oxygen doping strategy for highly porous carbon fibers enabling ultrafast and efficient iodine capture
Changbeom Jeon,† Hyejin Lee,† Ga-Hyeun Lee,† Inkyung Baek, Woong Kwon, Hei Je Jeong, Seunghwan Lee, Minjung Han, Sunjae Hwang, Hyeon Jung Gwak, Seung Geol Lee* and Han Gi Chae*
206. Identifying a catalytic center in metal-carbon composites for O3 and persulfate activation: Active site switching between carbon and metal phases
Hoon Oh,† Hengquan Guo,† Myoung Won Chung, Gun-Hee Moon, Keun Hwa Chae, Yong-Yoon Ahn, Yunho Lee, Changha Lee, Seunghyun Weon, Seung Geol Lee* and Jaesang Lee*
205. Faceted growth of 1D perovskite layers via ionic liquid control for efficient and stable inverted perovskite solar cells
Sangmi Park,† Hye Seung Kim,† Seongwook Chae,† Ye In Kim, Min Ah Park, Jinkyu Yang, Heunjeong Lee, Shinuk Cho, Seung Geol Lee* and Myoung Hoon Song*
204. Structural distortion-driven chirality transfer and circularly polarized light emission in quasi-2D perovskites based light-emitting diodes
Yong-Jun Choi,† Hengquan Guo,† Jongmin Han, Jungho Han, Min Hyeong Lee, Won-Woo Park, Danah Kim, Jongbeom Kim, Jinkyu Yang, Dongryeol Lee, Dongeun Kim, Oh-Hoon Kwon, Young Chul Jun, Seung Geol Lee* and Myoung Hoon Song*
203. Modulating interfacial potential gradients in metal−carbon catalysts via phase-engineering for lithium–sulfur batteries
Ji-Oh Kim,† Hengquan Guo,† Seonghee Kim,† Jae Bin Park, Seongwook Chae, Taekyun Kwon, Seungjo Hong, Byeong Jin Kim, Guadalupe Arturo De la Garza Gonzalez, Minjoon Park, Jae Ho Kim, Oi Lun Li,* Seung Geol Lee* and Jin Hong Lee*
202. Sustainable machine-learning framework for efficient color prediction in dope-dyed recycled PET/PCT
Hyeokjun Cho, Jae Wang Ko and Seung Geol Lee*
201. Support vector regression prediction of dye saturation in recycled PET/PCT microfibers for deep black shade
Hyeokjun Cho, Jae Wang Ko and Seung Geol Lee*
200. Molecular dynamics insights into diamine isomer effects on TGDDM epoxy thermomechanical properties
Hei Je Jeong,† Hyejin Lee,† Woong Kwon, Daeun Kim, Jong Sung Won, Mi Na Kim, Euigyung Jeong* and Seung Geol Lee*
199. One-step synthesis of N-doped carbon/Cu nanoparticle composite anodes via carbonization of a phthalocyanine pigment with superior rate performance for lithium-ion batteries
Woong Kwon,† Seongwook Chae,† Kwon Yun Lee, Jin Hong Lee, Seung Geol Lee* and Euigyung Jeong*
198. Effect of diamine isomerism on mechanical and thermal properties of TGAP epoxy systems: Molecular dynamics simulation approach
Hei Je Jeong,† Woong Kwon,† Hyejin Lee, Jiyeon Cheon, Daeun Kim, Eunhye Lee, Hyeon Ung Kim, Sung Hyun Kwon, Euigyung Jeong* and Seung Geol Lee*