Selected Publications


Cobalt Nitride-Implanted PtCo Intermetallic Nanocatalysts for Ultrahigh Fuel Cell Cathode Performance


Muhammad Irfansyah Maulana, Tae Hwan Jo, Ha-Young Lee, Chaehyeon Lee, Caleb Gyan-Barimah, Cheol-Hwan Shin, Jeong-Hoon Yu, Kug-Seung Lee, Seoin Back, Jong-Sung Yu

Journal of the American Chemical Society, vol. 146(45), 2024, p. 30922


Electrifying HCOOH Synthesis from CO2 Building Blocks over Cu-Bi Nanorod Arrays


Guiru Zhang, Bing Tan, Dong Hyeon Mok, Huiya Liu, Baoxin Ni, Gui Zhao, Ke Ye, Shengjuan Huo, Xiaohe Miao, Zheng Liang, Xi Liu, Liwei Chen, Zemin Zhang, Wen-Bin Cai, Seoin Back, Kun Jiang

Proceedings of the National Academy of Sciences , vol. 121(29), 2024, pp. e2400898121


Generative Pretrained Transformer for Heterogeneous Catalysts


Dong Hyeon Mok, Seoin Back

Journal of the American Chemical Society, 2024


Molecular Level Insights on the Pulsed Electrochemical CO2 Reduction


Ke Ye, Tian-Wen Jiang, Hyun Dong Jung, Peng Shen, So Min Jang, Zhe Weng, Seoin Back, Wen-Bin Cai, Kun Jiang

Nature Communications, vol. 15, 2024, p. 9781


Revealing the Structural Evolution of CuAg Composites during Electrochemical Carbon Monoxide Reduction


Di Wang, Hyun Dong Jung, Shikai Liu, Jiayi Chen, Haozhou Yang, Qian He, Shibo Xi, Seoin Back, Lei Wang

Nature Communications, vol. 15, 2024, p. 4692


Tailoring cobalt spinel oxide with site-specific single atom incorporation for high-performance electrocatalysis


Kangjae Lee, Jaehyuk Shim, Hyunsoo Ji, Jungho Kim, Hyeon Seok Lee, Heejong Shin, Megalamane S. Bootharaju, Kug-Seung Lee, Wonjae Ko, Jaewoo Lee, Kang Kim, Seungwoo Yoo, Sungeun Heo, Jaeyune Ryu, Seoin Back, Byoung-Hoon Lee, Yung-Eun Sung, Taeghwan Hyeon

Energy & Environmental Science , vol. 17, 2024, p. 3618


Vitamin C-induced CO2 Capture Enables High-rate Ethylene Production in CO2 Electroreduction


Jongyoun Kim, Taemin Lee, Hyun Dong Jung, Minkyoung Kim, Jungsu Eo, Byeongjae Kang, Hyeonwoo Jung, Jaehyoung Park, Daewon Bae, Yujin Lee, Sojung Park, Wooyul Kim, Seoin Back, Youngu Lee, Dae-Hyun Nam

Nature Communications, vol. 15, 2024, p. 192


Chemically Inspired Convolutional Neural Network using Electronic Structure Representation


Dong Hyeon Mok, Daeun Shin, Jonggeol Na, Seoin Back

Journal of Materials Chemistry A, vol. 11, 2023, p. 10184


Data-driven discovery of electrocatalysts for CO2 reduction using active motifs-based machine learning


Dong Hyeon Mok, Hong Li, Guiru Zhang, Chaehyeon Lee, Kun Jiang, Seoin Back

Nature Communications, vol. 14, 2023, p. 7303


Direction-based Graph Representation to Accelerate Stable Catalysts Discovery


Dong Hyeon Mok, Jongseung Kim, Seoin Back

Chemistry of Materials, vol. 35, 2023, p. 63

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