PUBLICATIONS

19. Geun Ho Gu, Juhyung Lim, Chengzhang Wan, Tao Cheng, Heting Pu, Sungwon Kim, Juhwan Noh, Changhyeok Choi, Juhwan Kim, William A. Goddard III, Xiangfeng Duan, Yousung Jung Autobifunctional Mechanism of Jagged Pt Nanowires for Hydrogen Evolution Kinetics via End-to-End Simulation. Journal of the American Chemical Society, 2021, 143, 5355-5363.

18. Fang Li, Geun Ho Gu, Changhyeok Choi, Praveen Kolla, Song Hong, Tai-Sing Wu, Yun-Liang Soo, Justus Masa, Sanjeev Mukerjee, Yousung Jung, Jieshan Qiu, Zhenyu Sun Highly Stable Two-Dimensional Bismuth Metal-organic Frameworks for Efficient Electrochemical Reduction of CO2 . Applied Catalysis B: Environmental, 2020, 277, 119241.

17. Jidon Jang, Geun Ho Gu, Juhwan Noh, Juhwan Kim, Yousung Jung Structure-Based Synthesizability Prediction of Crystals Using Partially Supervised Learning. Journal of the American Chemical Society, 2020, 142, 18836-18843.

16. Sungwon Kim, Juhwan Noh, Geun Ho Gu, Alan Aspuru-Guzik, Yousung Jung Generative Adversarial Networks for Crystal Structure Prediction . ACS Central Science, 2020, 6, 1412-1420.

15. Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung Machine-enabled inverse design of inorganic solid materials: promises and challenges. Chemical Science, 2020, 11, 4871-4881.

14. Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung Uncertainty-Quantified Hybrid Machine Learning/Density Functional Theory High Throughput Screening Method for Crystals. Journal of Chemical Information and Modeling, 2020, 60, 1996-2003.

13. Geun Ho Gu, Changhyeok Choi, Yeunhee Lee, Andres B. Situmorang, Juhwan Noh, Yong-Hyun Kim, Yousung Jung Progress in Computational and Machine-Learning Methods for Heterogeneous Small-Molecule Activation. Advanced Materials, 2020, 32, 1907865.

12. Geun Ho Gu, Juhwan Noh, Sungwon Kim, Seoin Back, Zachary Ulissi, Yousung Jung Practical Deep-Learning Representation for Fast Heterogeneous Catalyst Screening. The Journal of Physical Chemistry Letters, 2020, 11, 3185-3191.

11. Mingli Zhang, Changhyeok Choi, Rupeng Huo, Geun Ho Gu, Song Hong, Chao Yan, Suying Xu, Alex W. Robertson, Jieshan Qiu, Yousung Jung, Zhenyu Sun Reduced graphene oxides with engineered defects enable efficient electrochemical reduction of dinitrogen to ammonia in wide pH range. Nano Energy, 2020, 68, 104323.

10. Juhwan Noh, Sungwon Kim, Geun Ho Gu, Aniketa Shinde, Lan Zhou, John M. Gregoire, Dionisios G. Vlachos Unveiling New Stable Manganese based Photoanode Materials via Theoretical High-throughput Screening and Experiments . Chemical Communication, 2019, 65, 13418-13421.