Computer-aided discovery of connected metal-organic frameworks O Kwon, JY Kim, S Park, JH Lee, J Ha, H Park, HR Moon, J Kim Nature Communications 10 (1), 3620, 2019 | 76 | 2019 |
A multi-modal pre-training transformer for universal transfer learning in metal–organic frameworks Y Kang, H Park, B Smit, J Kim Nature Machine Intelligence 5 (3), 309-318, 2023 | 46 | 2023 |
Polyelemental Nanoparticles as Catalysts for a Li–O2 Battery WB Jung, H Park, JS Jang, DY Kim, DW Kim, E Lim, JY Kim, S Choi, J Suk, ... ACS nano 15 (3), 4235-4244, 2021 | 40 | 2021 |
Mining insights on metal–organic framework synthesis from scientific literature texts H Park, Y Kang, W Choe, J Kim Journal of Chemical Information and Modeling 62 (5), 1190-1198, 2022 | 32 | 2022 |
N–p-Conductor Transition of Gas Sensing Behaviors in Mo2CTx MXene J Choi, B Chacon, H Park, K Hantanasirisakul, T Kim, K Shevchuk, J Lee, ... ACS sensors 7 (8), 2225-2234, 2022 | 21 | 2022 |
Understanding Reaction Pathways in High Dielectric Electrolytes Using β-Mo2C as a Catalyst for Li–CO2 Batteries M Wu, JY Kim, H Park, DY Kim, KM Cho, E Lim, OB Chae, S Choi, Y Kang, ... ACS applied materials & interfaces 12 (29), 32633-32641, 2020 | 20 | 2020 |
Ultrathin magnesium nanosheet for improved hydrogen storage with fishbone shaped one-dimensional carbon matrix H Cho, S Hyeon, H Park, J Kim, ES Cho ACS Applied Energy Materials 3 (9), 8143-8149, 2020 | 17 | 2020 |
Formation of toroidal Li 2 O 2 in non-aqueous Li–O 2 batteries with Mo 2 CT x MXene/CNT composite M Wu, H Park, KM Cho, JY Kim, SJ Kim, S Choi, Y Kang, J Kim, HT Jung RSC advances 9 (70), 41120-41125, 2019 | 17 | 2019 |
Computational identification of connected MOF@ COF materials H Park, O Kwon, J Kim The Journal of Physical Chemistry C 125 (10), 5897-5903, 2021 | 13 | 2021 |
Inverse design of metal–organic frameworks for direct air capture of CO 2 via deep reinforcement learning H Park, S Majumdar, X Zhang, J Kim, B Smit Digital Discovery, 2024 | 7 | 2024 |
Enhancing Structure–Property Relationships in Porous Materials through Transfer Learning and Cross-Material Few-Shot Learning H Park, Y Kang, J Kim ACS Applied Materials & Interfaces 15 (48), 56375-56385, 2023 | 1 | 2023 |
PMTransformer: Universal Transfer Learning and Cross-material Few-shot Learning in Porous Materials H Park, Y Kang, J Kim | 1 | 2023 |
Deep learning-based initial guess for minimum energy path calculations H Park, S Lee, J Kim Korean Journal of Chemical Engineering 38, 406-410, 2021 | 1 | 2021 |
Multimodal Transformer for Property Prediction in Polymers S Han, Y Kang, H Park, J Yi, G Park, J Kim ACS Applied Materials & Interfaces, 2024 | | 2024 |
Mapping inorganic crystal chemical space H Park, A Onwuli, K Butler, A Walsh Faraday Discussions, 2024 | | 2024 |