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A structure translation model for crystal compounds

Sungwon Kim
Juhwan Noh
Yousung Jung
ResearchOpen Access11 Aug 2023
npj Computational Materials

Volume: 9, P: 1-9
Understanding potential-dependent competition between electrocatalytic dinitrogen and proton reduction reactions

Practical electrochemical N₂ reduction reaction is challenged by competing side reactions. Here a combination of DFT and mikrokinetic modelling reveals the potential-dependent competition between electrochemical ammonia production and hydrogen evolution on a single-site iron catalyst embedded in N-doped graphene.

Changhyeok Choi
Geun Ho Gu
Yousung Jung
ResearchOpen Access16 Jul 2021
Nature Communications

Volume: 12, P: 1-11
Perovskite synthesizability using graph neural networks

Geun Ho Gu
Jidon Jang
Yousung Jung
ResearchOpen Access20 Apr 2022
npj Computational Materials

Volume: 8, P: 1-8
Machine learning-enabled chemical space exploration of all-inorganic perovskites for photovoltaics

Jin-Soo Kim
Juhwan Noh
Jino Im
ResearchOpen Access08 May 2024
npj Computational Materials

Volume: 10, P: 1-10
Optimal treatment recommendations for diabetes patients using the Markov decision process along with the South Korean electronic health records

Sang-Ho Oh
Su Jin Lee
Jeonghoon Mo
ResearchOpen Access25 Mar 2021
Scientific Reports

Volume: 11, P: 1-10
Synergistic High Charge-Storage Capacity for Multi-level Flexible Organic Flash Memory

Minji Kang
Dongyoon Khim
Dong-Yu Kim
ResearchOpen Access23 Jul 2015
Scientific Reports

Volume: 5, P: 1-9
Simultaneous Improvement of Hole and Electron Injection in Organic Field-effect Transistors by Conjugated Polymer-wrapped Carbon Nanotube Interlayers

Seung-Hoon Lee
Dongyoon Khim
Yong-Young Noh
ResearchOpen Access22 May 2015
Scientific Reports

Volume: 5, P: 1-14

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A structure translation model for crystal compounds

Understanding potential-dependent competition between electrocatalytic dinitrogen and proton reduction reactions

Perovskite synthesizability using graph neural networks

Machine learning-enabled chemical space exploration of all-inorganic perovskites for photovoltaics

Optimal treatment recommendations for diabetes patients using the Markov decision process along with the South Korean electronic health records

Synergistic High Charge-Storage Capacity for Multi-level Flexible Organic Flash Memory

Simultaneous Improvement of Hole and Electron Injection in Organic Field-effect Transistors by Conjugated Polymer-wrapped Carbon Nanotube Interlayers

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