Browse "Dept. of Chemical and Biomolecular Engineering(생명화학공학과)" by Subject machine learning
Showing results 1 to 14 of 14
| A community effort in SARS‐CoV‐2 drug discovery Schimunek, Johannes; Seidl, Philipp; Elez, Katarina; Hempel, Tim; Le, Tuan; Noé, Frank; Olsson, Simon; et al, Molecular Informatics, v.43, no.1, 2024-01 |
| Activity Trends of Methane Oxidation Catalysts under Emission Conditions Bang, Gi Joo; Gu, Geun Ho; Noh, Juhwan; Jung, Yousung, ACS CATALYSIS, v.12, no.16, pp.10255 - 10263, 2022-08 |
| An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Ren, Zekun; Tian, Siyu Isaac Parker; Noh, Juhwan; Oviedo, Felipe; Xing, Guangzong; Li, Jiali; Liang, Qiaohao; et al, MATTER, v.5, no.1, pp.314 - 335, 2022-01 |
| Bimetallic Gold-Silver Nanostructures Drive Low Overpotentials for Electrochemical Carbon Dioxide Reduction Park, Joon Woo; Choi, Woong; Noh, Juhwan; Park, Woonghyeon; Gu, Geun Ho; Park, Jonghyeok; Jung, Yousung; et al, ACS APPLIED MATERIALS & INTERFACES, v.14, no.5, pp.6604 - 6614, 2022-02 |
| Closed-loop optimization of nanoparticle synthesis enabled by robotics and machine learning Park, Jungwon; Kim, Young Min; Hong, Seonghun; Han, Byungchan; Nam, Ki Tae; Jung, Yousung, MATTER, v.6, no.3, pp.677 - 690, 2023-03 |
| Computational Screening of Trillions of Metal-Organic Frameworks for High-Performance Methane Storage Lee, Sangwon; Kim, Baekjun; Cho, Hyun; Lee, Hooseung; Lee, Sarah Yunmi; Cho, Eun Seon; Kim, Jihan, ACS APPLIED MATERIALS & INTERFACES, v.13, no.20, pp.23647 - 23654, 2021-05 |
| Enhancing Structure-Property Relationships in Porous Materials through Transfer Learning and Cross-Material Few-Shot Learning Park, Hyunsoo; Kang, Yeonghun; Kim, Jihan, ACS APPLIED MATERIALS & INTERFACES, v.15, no.48, pp.56375 - 56385, 2023-11 |
| Exploring Optimal Water Splitting Bifunctional Alloy Catalyst by Pareto Active Learning Kim, Minki; Kim, Yesol; Ha, Min Young; Shin, Euichul; Kwak, Seung Jae; Park, Minhee; Kim, Il-Doo; et al, ADVANCED MATERIALS, v.35, no.17, 2023-04 |
| Multimodal Transformer for Property Prediction in Polymers Han, Seunghee; Kang, Yeonghun; Park, Hyunsoo; Yi, Jeesung; Park, Geunyeong; Kim, Jihan, ACS APPLIED MATERIALS & INTERFACES, v.16, no.13, pp.16853 - 16860, 2024-03 |
Omics and Computational Modeling Approaches for the Effective Treatment of Drug-Resistant Cancer Cells Jung, Hae Deok; Sung, Yoo Jin; Kim, Hyun Uk, FRONTIERS IN GENETICS, v.12, pp.742902, 2021-10 |
| Predicting Dynamic Clinical Outcomes of the Chemotherapy for Canine Lymphoma Patients Using a Machine Learning Model Koo, Jamin; Choi, Kyucheol; Lee, Peter; Polley, Amanda; Pudupakam, Raghavendra Sumanth; Tsang, Josephine; Fernandez, Elmer; et al, VETERINARY SCIENCES, v.8, no.12, pp.8120301, 2021-12 |
| Recent progress in computational discovery of Heusler alloys Jin, Taewon; Jung, Yousung, BULLETIN OF THE KOREAN CHEMICAL SOCIETY, v.43, no.4, pp.484 - 491, 2022-04 |
| Solvent Vapor Annealing, Defect Analysis, and Optimization of Self-Assembly of Block Copolymers Using Machine Learning Approaches Ginige, Gayashani; Song, Youngdong; Olsen, Brian C.; Luber, Erik J.; Yavuz, Cafer T.; Buriak, Jillian M., ACS APPLIED MATERIALS & INTERFACES, v.13, no.24, pp.28639 - 28649, 2021-06 |
| Support vector machines for learning to identify the critical positions of a protein Dubey, A; Realff, MJ; Lee, JayHyung; Bommarius, AS, JOURNAL OF THEORETICAL BIOLOGY, v.234, no.3, pp.351 - 361, 2005-06 |
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