Preprints

  1. BOOST: Bayesian Optimization with Optimal Kernel and Acquisition Function Selection Technique. Park, J.; Cheon, M.; Wi, J.; and Koh, D. September 2025. arXiv:2508.02332 [cs]

  2. Solvent-Free Manufacturing of Electrified Structured Sorbents for Scalable Direct Air Capture. Park, I.; Kim, S.; Kim, J.; Hebisch, K. L; Park, I.; You, J.; Heo, H.; Jamal, A.; Kim, J.; and Koh, D.ChemRxiv, (0216). 2026.

  3. EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization. Cheon, M.; Lee, J. H.; Koh, D.; and Tsay, C. arXiv:2411.00171. July 2025.

Perspectives, News & Views, Briefings

  1. Crude oil turns cheap porous membrane into a sieve to refine itself without heat, Koh, D.; Lively, R. P. Nature, Research Briefing, June 2026

  2. Refining petroleum with membranes. Seo, H.; and Koh, D. Science, 376(6597): 1053–1054. June 2022.

  3. Membranes at the limit. Koh, D.; and Lively, R. P. Nature Nanotechnology, 10(5): 385–386. May 2015.

Conference Non-Main Track

  1. How Many Initial Points Does Bayesian Optimization Need? ICML 2026, DEMO (Decision-Making from Offline Datasets to Online Adaptation: Black-Box Optimization to Reinforcement Learning) Workshop

  1. On-Board Small Footprint CO2 Capture and Utilization Systems

    선박 적용을 위한 소형 이산화탄소 포집 및 전환 시스템

    Bulletin of the Society of Naval Architects of Korea (대한조선학회지), 특집 58권 1호 (2021) — Link

  2. 탄소, 이제는 '제거'가 시급한 시대다

    사단법인 집현네트워크 (2023) — Link