Scientific Modeling for Open Horizons Lab.

Highlights

· 08. 25. 2026. : 💰 S. M. Oh was awarded a two-year Core Research Grant (Basic Research B; KRW 140,000,000) from the National Research Foundation of Korea (NRF) as PI for “Low-Complexity Percolation-Based Model for Leakage Prediction in Geological CO₂ Storage.”

· 04. 24. 2026. : 🏆 Team 'Turb Surfers' (S. M. Oh, S. Jeong, and S. Park) won Excellence Prize at 2026 AI Co-Scientist Challenge Korea by MSIT and NRF!! [Youtube] [Certificate]

Welcome to Scientific Modeling for Open Horizons (SMOH) Lab!

SMOH Lab is based in the Department of Data Science at Inha University, Korea. We investigate complex real-world systems through scientific machine learning, statistical physics, statistics, quantum information science, atmospheric science, and game networking. Our goal is to develop theoretical, computational, and data-driven methods for understanding, predicting, and optimizing these systems.

News

· 09. 01. 2026. : 👥 S. M. Lee, C. Lim, and J. Yi joined SMOH Lab as undergraduate researchers.

· 08. 25. 2026. : 💰 S. M. Oh was awarded a two-year Core Research Grant (Basic Research B; KRW 140,000,000) from the National Research Foundation of Korea (NRF) as PI for “Low-Complexity Percolation-Based Model for Leakage Prediction in Geological CO₂ Storage.”

· 08. 12. 2026. : 💰 A three-year Global Humanities and Social Sciences Convergence Research Support Program (KRW 450,000,000) involving S. M. Oh as a Co-Investigator was selected for funding by the National Research Foundation of Korea (NRF) (PI: H. Shin, Hanyang Univ.).

· 08. 12. 2026. : 🏛️ S. M. Oh was appointed as an Advisory Professor for Data Science and Artificial Intelligence by the Mayor of Michuhol-gu under the Michuhol-gu–Inha University partnership.

· 06. 01. 2026. : 👥 M. Joo joined SMOH Lab as undergraduate researchers.

· 04. 24. 2026. : 🏆 Team 'Turb Surfers' (S. M. Oh, S. Jeong, and S. Park) won Excellence Prize at 2026 AI Co-Scientist Challenge Korea by MSIT and NRF!! [Youtube] [Certificate]

· 03. 31. 2026. : 📄 Our paper, "Reliable Pneumonia Detection and Wheeze–Crackle Classification via Data Balancing and Augmentation" was published in Signal, Image and Video Processing. [DOI link] [IF: 2.7]

· 03. 01. 2026. : 🚀 SMOH Lab was established in the department of Data Science at Inha University, Korea!