1. So Yeon Kim, Yang Jeong Park*, and Ju Li*. "Repurposing neural network interatomic potentials for structure-to-property prediction". , in preparation (2025).
  2. Maciej Tomczak, Yang Jeong Park, Chia-Wei Hsu, Payden Brown, Dario Massa, Piotr Sankowski, Ju Li*, and Stefanos Papanikolaou*. "Forecasting Research Trends using Knowledge Graphs and Large Language Models". Advanced Intelligent Systems, in revision (2025).
  3. Yang Jeong Park†, Jongbeom Kim†, Seung Un Lee, Jino Im*, Sungroh Yoon*, and Sang Il Seok*. "Data-driven discovery of ammonium ions for post-treatment of perovskite solar cells via low-dimensional active learning". in preparation (2025).
  4. Yang Jeong Park†, Mayank Kumaran, Chia-Wei Hsu, Elsa A Olivetti*, Ju Li*. "Contrastive Learning of Language-Material Multimodal Representation". Nature Communications, in revesion (2025).
  5. Chia-Wei Hsu, Nien-Ti Tsou, Yu-Cheng Chen, Yang Jeong Park*, Ju Li*. "Frankenstein Optimizer: Harnessing the Potential by Revisiting Optimization Tricks". in preparation (2025).
  6. Hongbin Xu†, Yang Jeong Park†, Zhichu Ren, Daniel J. Zheng, Haojun Jia, Yuriy Román-Leshkov, Yang Shao-Horn*, Ju Li*. "Alpha Fuel Cell: Maximizing and controlling delivered power for direct methanol fuel cell with actor-critic optimization". Nature Energy, Accepted (2025).
  7. Yang Jeong Park† and Sung Eun Jerng*. "Machine learning of metal-organic framework design for carbon dioxide capture and utilization". Journal of CO2 Utilization, 89, 102941 (2024). [DOI]
  8. Yang Jeong Park†, Sung Eun Jerng†, Sungroh Yoon, Ju Li. "1.5 million materials narratives generated by chatbots". Scientific Data, 11, 1060 (2024). [DOI]
  9. Seung Un Lee†, Yang Jeong Park†, Jongbeom Kim, Jino Im*, Sungroh Yoon*, and Sang Il Seok*. "Data-driven analysis on perovskite solar cell devices". Current Applied Physics, 68, 98-107 (2024). [DOI]
  10. Yang Jeong Park†, Daniel Kaplan, Zhichu Ren, Chia-Wei Hsu, Changhao Li, Haowei Xu, Sipei Li, Ju Li*. "Can ChatGPT be used to generate scientific hypotheses?". Journal of Materiomics, 10, 3, 578-584 (2024) [IF:9.4]. [DOI]
  11. Sung Eun Jerng†, Yang Jeong Park†, Ju Li*. "Machine learning for CO2 capture and conversion: A review". Energy and AI, 16, 100361 (2024) [IF:11.25]. [DOI]
  12. Changhao Li†, Luyi Feng, Yang Jeong Park, Jian Yang, Ju Li, Sulin Zhang*. "Machine learning traction force maps of cell monolayers". Extreme Mechanics Letters, 68, 102150 (2024) [IF:4.7]. [DOI]
  13. Yang Jeong Park†*, HyunGi Kim, Jeonghee Jo, Sungroh Yoon*. "Deep contrastive learning of molecular conformation for efficient property prediction". Nature Computational Science, 3, 1015–1022 (2023) [IF:11.3]. [DOI]
  14. Dong Hoon Kam†, Hyoung Suk Yu, Yong Hoon Jeong, Yang Jeong Park, Jung Woo Kim, Sung Oh Cho*. "CHF on anodized zirconium-based alloy surfaces with protective oxide layers for ATF cladding". International Journal of Heat and Mass Transfer, 170, 120936 (2021) [IF:5.2]. [DOI]
  15. Sourav Kr. Saha†, Yang Jeong Park, Sung Oh Cho*. "Fabrication of highly ordered nanoporous oxide layer on Ti6Al4V surfaces for improved corrosion resistance property". Journal of Molecular Structure, 1223, 129244 (2021) [IF:3.8]. [DOI]
  16. Atiqa Hassan†, Ghafar Ali, Yang Jeong Park, Arif Hussaun, Sung Oh Cho*. "Formation of a self-organized nanoporous structure with open-top morphology on 304L austenitic stainless steel". Nanotechnology, 31, 31 (2020) [IF:3.5]. [DOI]
  17. Jung Woo Kim†, Dahye Shin, Yang Jeong Park, Dongchan Jang, and Sung Oh Cho*. "Ductilization of Nanoporous Ceramics by Crystallinity Control". Nano Letters, 19, 12, 8488–8494 (2019) [IF:10.8]. [DOI]
  18. Sourav Kr. Saha†, Yang Jeong Park, Jung Woo Kim and Sung Oh Cho*. "Self-organized honeycomb-like nanoporous oxide layer for corrosion protection of type 304 stainless steel in an artificial seawater medium". Journal of Molecular Liquids, 296, 111823 (2019) [IF:6.0]. [DOI]
  19. Ghafar Ali†, Yang Jeong Park, Hussain Arif, and Sung Oh Cho*. "A novel route to the formation of 3D nanoflower-like hierarchical iron oxide nanostructure". Nanotechnology, 30, 9 (2019) [IF:3.5]. [DOI]
  20. Ghafar Ali†, Yang Jeong Park, Jung Woo Kim, and Sung Oh Cho*. "A green, general, and ultrafast route for the synthesis of diverse metal oxide nanoparticles with controllable sizes and enhanced catalytic activity". ACS Applied Nano Materials, 1, 11, 6112-6122 (2018) [IF:5.9]. [DOI]
  21. Yang Jeong Park†, Jung Woo Kim, Ghafar Ali, Sung Oh Cho*. "Enhancement of oxidation resistance of zirconium alloy with anodic nanoporous oxide layer in high-temperature air/steam environments". Corrosion Science, 140, 217-222 (2018) [IF:8.3]. [DOI]
  22. Yang Jeong Park†, Jung Woo Kim, Ghafar Ali, Hyun Jin Kim, Yacine Addad, Sung Oh Cho*. "Fabrication of uniform nanoporous oxide layers on long cylindrical zircaloy tubes by anodization using multi-counter electrodes". Nanoscale Research Letters, 12, 20 (2017) [IF:6.5]. [DOI]
  23. Yang Jeong Park†, Jun Mok Ha, Ghafar Ali, Hyun Jin Kim, Yacine Addad and Sung Oh Cho*. "Controlled fabrication of nanoporous oxide layers on zircaloy by anodization". Nanoscale Research Letters, 10, 377 (2015) [IF:6.5]. [DOI]
  24. Ghafar Ali†, Yang Jeong Park, Hyun Jin Kim and Sung Oh Cho*. "Formation of hexagonally-ordered zircaloy oxide nanostructures with different morphologies using two-step anodization". Journal of Alloys and Compounds, 640, 205–209 (2015) [IF:6.2]. [DOI]
  25. Jong Min Kum†, Yang Jeong Park, Hyun Jin Kim and Sung Oh Cho*. "Plasmon-enhanced photocatalytic hydrogen production over visible-light responsive Cu/TiO2". Nanotechnology, 26, 125402 (2015) [IF:3.5]. [DOI]
  26. Ghafar Ali†, Yang Jeong Park, Hyun Jin Kim and Sung Oh Cho*. "Formation of self-organized Zircaloy-4 oxide nanotubes in organic viscous electrolyte via anodization". Nanoscale Research Letters, 9, 553 (2014) [IF:6.5]. [DOI]

Email

yjpark@kist.re.kr

Phone

(+82) 2-958-5437

Address

ZIP 02792
Room L0243, 5, Hwarang-ro 14-gil
Seongbuk-gu, Seoul
Republic of Korea