Yunsung Lim

Korea Advanced Institute of Science and Technology — South Korea

Engineering · Physical Sciences

12h-index372citations21works10.52yr avg
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Research Topics

Gas Sensing Nanomaterials and Sensors(7), Metal-Organic Frameworks: Synthesis and Applications(6), Machine Learning in Materials Science(5), Catalytic Processes in Materials Science(4), Advanced Photocatalysis Techniques(3)

Publications21 total

Tuning Pore Chemistry of Metal–Organic Frameworks Using Anionic Pillars for Humid-Tolerant CO <sub>2</sub> Capture
Chemistry of Materials·2025· 1 cited
Enabling Weather-Independent Gas Detection through Deep Learning on Light-Activated Sensors
ACS Nano·2025· 3 cited
Optimizing Cross-Domain Transfer for Universal Machine Learning Interatomic Potentials
ArXiv.org·2025· 1 citedOpen Access
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
arXiv (Cornell University)·2025Open Access
Accelerating CO2 direct air capture screening for metal-organic frameworks with a transferable machine learning force field
Matter·2025· 16 cited
Refining a Generic Force Field for Predicting Phase Transitions in Wine-Rack Metal–Organic Frameworks
Journal of Chemical Theory and Computation·2025
Accelerating CO₂ Direct Air Capture Screening for Metal-Organic Frameworks with a Transferable Machine Learning Force Field
2024Open Access
From Data to Discovery: Recent Trends of Machine Learning in Metal–Organic Frameworks
JACS Au·2024· 43 citedOpen Access
Dual‐Photosensitizer Synergy Empowers Ambient Light Photoactivation of Indium Oxide for High‐Performance NO<sub>2</sub> Sensing (Adv. Mater. 24/2024)
Advanced Materials·2024· 1 citedOpen Access
Data-Driven Design of Flexible Metal–Organic Frameworks for Gas Storage
Chemistry of Materials·2024· 19 cited
Dual‐Photosensitizer Synergy Empowers Ambient Light Photoactivation of Indium Oxide for High‐Performance NO<sub>2</sub> Sensing
Advanced Materials·2024· 31 cited
Breathable MOFs Layer on Atomically Grown 2D SnS<sub>2</sub> for Stable and Selective Surface Activation (Adv. Sci. 17/2023)
Advanced Science·2023· 2 citedOpen Access
Rapid Joule Heating Synthesis of Oxide-Socketed High-Entropy Alloy Nanoparticles as CO<sub>2</sub> Conversion Catalysts
ACS Nano·2023· 65 cited
Breathable MOFs Layer on Atomically Grown 2D SnS<sub>2</sub> for Stable and Selective Surface Activation
Advanced Science·2023· 19 citedOpen Access
Bidirectional Water‐Stream Behavior on a Multifunctional Membrane for Simultaneous Energy Generation and Water Purification (Adv. Mater. 7/2023)
Advanced Materials·2023· 1 citedOpen Access
Atomically mixed catalysts on a 3D thin-shell TiO<sub>2</sub> for dual-modal chemical detection and neutralization
Journal of Materials Chemistry A·2023· 17 cited
Computational Design of Metal–Organic Frameworks with Unprecedented High Hydrogen Working Capacity and High Synthesizability
Chemistry of Materials·2022· 44 cited
Steering selectivity in the detection of exhaled biomarkers over oxide nanofibers dispersed with noble metals
Journal of Materials Chemistry A·2022· 24 cited
Bidirectional Water‐Stream Behavior on a Multifunctional Membrane for Simultaneous Energy Generation and Water Purification
Advanced Materials·2022· 26 cited
Application of transfer learning to predict diffusion properties in metal–organic frameworks
Molecular Systems Design & Engineering·2022· 19 cited
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Frequent Co-authors

Jihan Kim(20), Jaewan Ahn(5), Ji‐Soo Jang(5), DongHwan Oh(4), WooChul Jung(4), Il‐Doo Kim(4), Minhyun Kim(4), Junkil Park(3), Seyeon Park(3), Chungseong Park(3), Joonchul Shin(3), Hyun‐Cheol Song(3), Seung‐Hyub Baek(3), Chong‐Yun Kang(3), Hyunsoo Park(3), Aron Walsh(3), Sangwon Lee(2), Sungyoon Woo(2), Hamin Shin(2), Tae Gwang Yun(2)