Group Members

Kim, B., Lee, Y., Lee, S., Noh, S. J. “Probabilistic urban flood prediction with multivariate assimilation of sewer and surface observations”, Water Research, 301, 126065 (2026)

Kim, B., Ryu, H., Lee, S., Lee, J., Noh, S. J. “Portable multi-GPU urban flood modelling via MPI-OpenACC: evaluating acceleration, scaling, and workload-per-GPU”, Environmental Modelling & Software, 600, 106957 (2026)

Lee, Y., Kim, B., Kim, H. T., Noh, S. J. “Adaptive Time-Lagged Ensemble for Short-Range Streamflow Prediction using WRF-Hydro and LDAPS”, Water,18(3), 356 (2026)

Lee, J., Lee, S., Kim, B., Choi, H., Noh, S. J. “Evaluating the Effects of Spatial Resolution on 2D Pluvial Flood Modeling in Urban Built Environments”, Journal of Flood Risk Management, 18(3), e70105 (2025)

Hiraga, Y., Hokson, JA., Kim, B., Lee, Y., Noh, S. J. “Impacts of Climate Change on Tropical Cyclones and Associated Rainfall over South Korea: Storyline and Risk-based Approaches”, Atmospheric Research, 331, 108685 (2025)

Choi, H., Kim, M., Kim, B., Kum, J., Lee, H., Lee, M., Noh, S. J. “High-resolution urban flood risk mapping using indicator cokriging integrated with physical modelling and observational data”, Journal of Hydroinformatics, 28(1), 1–13 (2025)

Noh, S. J., Lee, G., Kim, B., Lee, S., Joe, J., Woo, D. K. “Climate change impact assessment on water resources management using a combined multi-model approach in South Korea”, Journal of Hydrology: Regional Studies, 53, 1018427 (2024)

Kim, B., Lee, G., Lee, Y., Kim, S., Noh, S. J. “Assessment of the Impact of Spatial Variability on Streamflow Predictions Using High-Resolution Modeling and Parameter Estimation: Case Study of Geumho River Catchment, South Korea”, Water, 16(4), 591 (2024)

Choi, H., Kim, B., Lee, G., Noh, S. J. “Enhancing tidal wave predictions at the estuary of the Nakdong-River using fixed-lag smoother”, Energies, 16(1), 237 (2023)

Lee, Y., Kim, B., Noh, S. J. “High-resolution ensemble streamflow predictions using WRF-Hydro and LDAPS: a case study of the Geumho River catchment”, J. Korea Water Resour. Assoc., 58(3), 263–275 (2025)

Kim, M., Choi, H., Kim, B., Song, C., Noh, S. J. “Integrating observed and simulated inundation data for urban flood hazard mapping via Indicator Cokriging”, J. Korea Water Resour. Assoc., 58(11), 1113–1126 (2025)

Kim, S., Kim, B., Lee, G., Lee, Y., Noh, S. J. “High-resolution medium-range streamflow prediction using distributed hydrological model WRF-Hydro and numerical weather forecast GDAPS”, J. Korea Water Resour. Assoc., 57(5), 333-346 (2024)

Noh, S. J., Lee, G., Kim, B., Jo, J., Woo, D. K. “Comparative assessment and uncertainty analysis of ensemble-based hydrologic data assimilation using airGRdatassim”, J. Korea Water Resour. Assoc., 56(11), 765-774 (2023)

Lee, S., Kim, B., Choi, H., Noh, S. J. “A review on urban inundation modeling research in South Korea: 2001-2022”, J. Korea Water Resour. Assoc., 55(10), 707-721 (2022)

Lee, G., Kim, B., Lee, S., Woo, D. K., Noh, S. J. “Comparative assessment and uncertainty analysis of ensemble-based hydrologic data assimilation using airGRdatassim”, J. Korea Water Resour. Assoc., 55(10), 761-774 (2022).

Sung, J., Kang, B., Kim, B., Noh, S. J. “Development and application of integrated indicators for assessing the water resources performance of multi-purpose and water supply dams”, J.Korea Water Resour. Assoc., 55(9), 687-700 (2022).

Kim, B., Noh, S. J., Lee, S. “Retrospective analysis of the urban inundation and the impact assessment of the flood barrier using H12 model”, J. Korea Water Resour. Assoc., 55(5), 345-356 (2022).

Choi, H., Woo, H., Ryu, H., Rhee, D. S., Noh, S. J. “Comparative Evaluation of Deep Learning–Based Super–Resolution Models for Urban Flood Mapping”, Journal of Flood Risk Management, 18(4), e70144 (2025)

Choi, H., Woo, H., Kim, M., Ryu, H., Lee, J., Lee, S., Noh, S. J. “FLO-SR: Deep learning-based urban flood super-resolution model”, Journal of Hydrology, 661, Part A, 133529 (2025)

Lee, J., Lee, S., Kim, B., Choi, H., Noh, S. J. “Evaluating the Effects of Spatial Resolution on 2D Pluvial Flood Modeling in Urban Built Environments”, Journal of Flood Risk Management, 18(3), e70105 (2025)

Woo, H., Choi, H., Kim, M., Noh, S. J. “Physics-Guided Deep Learning for Spatiotemporal Evolution of Urban Pluvial Flooding”, Water, 17(8), 1239 (2025)

Choi, H., Kim, M., Kim, B., Kum, J., Lee, H., Lee, M., Noh, S. J. “High-resolution urban flood risk mapping using indicator cokriging integrated with physical modelling and observational data”, Journal of Hydroinformatics, 28(1), 1–13 (2025)

Choi, H., Kim, B., Lee, G., Noh, S. J. “Enhancing tidal wave predictions at the estuary of the Nakdong-River using fixed-lag smoother”, Energies, 16(1), 237 (2023)

Kim, M., Choi, H., Kim, B., Song, C., Noh, S. J. “Integrating observed and simulated inundation data for urban flood hazard mapping via Indicator Cokriging”, J. Korea Water Resour. Assoc., 58(11), 1113–1126 (2025)

Choi, H., Woo, H., Pyo, J., Ryu, H., Lee, D. S., Noh, S. J. “FLO-SRNet: A Deep-Learning Super-Resolution Model for 1D–2D Urban Flood Simulations”, J. Korea Water Resour. Assoc., 58(12S-4), 1589-1603 (2025)

Woo, H., Choi, H., Kim, M., Noh, S. J. “Estimating urban inundation using physics-informed deep learning: a case study of the Oncheon-cheon catchment”, J. Korea Water Resour. Assoc. 57(12), 989-1001 (2024)

Lee, S., Choi, H., Woo, H., Kim, M., Noh, S. J. “Development and application of cellular automata-based urban inundation and water cycle model CAW”, J. Korea Water Resour. Assoc., 57(3), 165-179 (2024)

Choi, H., Lee, S., Woo, H., Kim, M., Noh, S. J. “Applying deep learning based super-resolution technique for high-resolution urban flood analysis”, J. Korea Water Resour. Assoc., 56(10), 641-653 (2023)

Choi, H., Lee, S., Woo, H., Noh, S. J. “High-resolution Urban Flood Modeling using Cellular Automata-based CADDIES-2D in the Oncheon-cheon Catchment in Busan, South Korea”, J. KSCE, 43(5), 587-599 (2023)

Lee, S., Kim, B., Choi, H., Noh, S. J. “A review on urban inundation modeling research in South Korea: 2001-2022”, J. Korea Water Resour. Assoc., 55(10), 707-721 (2022)

Choi, H., Woo, H., Ryu, H., Rhee, D. S., Noh, S. J. “Comparative Evaluation of Deep Learning–Based Super–Resolution Models for Urban Flood Mapping”, Journal of Flood Risk Management, 18(4), e70144 (2025)

Choi, H., Woo, H., Kim, M., Ryu, H., Lee, J., Lee, S., Noh, S. J. “FLO-SR: Deep learning-based urban flood super-resolution model”, Journal of Hydrology, 661, Part A, 133529 (2025)

Woo, H., Choi, H., Kim, M., Noh, S. J. “Physics-Guided Deep Learning for Spatiotemporal Evolution of Urban Pluvial Flooding”, Water, 17(8), 1239 (2025)

Woo, H., Sim, S., Kim, H., Kim, H., Noh, S. J. “Urban Inundation Prediction with an HC‑SURF‑Trained Gated‑CNN Surrogate: The Sillim Drainage District Case Study”, J. Korea Water Resour. Assoc., 58(11), 1099–1111 (2025)

Choi, H., Woo, H., Pyo, J., Ryu, H., Lee, D. S., Noh, S. J. “FLO-SRNet: A Deep-Learning Super-Resolution Model for 1D–2D Urban Flood Simulations”, J. Korea Water Resour. Assoc., 58(12S-4), 1589-1603 (2025)

Woo, H., Choi, H., Kim, M., Noh, S. J. “Estimating urban inundation using physics-informed deep learning: a case study of the Oncheon-cheon catchment”, J. Korea Water Resour. Assoc. 57(12), 989-1001 (2024)

Lee, S., Choi, H., Woo, H., Kim, M., Noh, S. J. “Development and application of cellular automata-based urban inundation and water cycle model CAW”, J. Korea Water Resour. Assoc., 57(3), 165-179 (2024)

Choi, H., Lee, S., Woo, H., Kim, M., Noh, S. J. “Applying deep learning based super-resolution technique for high-resolution urban flood analysis”, J. Korea Water Resour. Assoc., 56(10), 641-653 (2023)

Choi, H., Lee, S., Woo, H., Noh, S. J. “High-resolution Urban Flood Modeling using Cellular Automata-based CADDIES-2D in the Oncheon-cheon Catchment in Busan, South Korea”, J. KSCE, 43(5), 587-599 (2023)

Kim, B., Lee, Y., Lee, S., Noh, S. J. “Probabilistic urban flood prediction with multivariate assimilation of sewer and surface observations”, Water Research, 301, 126065 (2026)

Lee, Y., Kim, B., Kim, H. T., Noh, S. J. “Adaptive Time-Lagged Ensemble for Short-Range Streamflow Prediction using WRF-Hydro and LDAPS”, Water,18(3), 356 (2026)

Hiraga, Y., Hokson, JA., Kim, B., Lee, Y., Noh, S. J. “Impacts of Climate Change on Tropical Cyclones and Associated Rainfall over South Korea: Storyline and Risk-based Approaches”, Atmospheric Research, 331, 108685 (2025)

Kim, B., Lee, G., Lee, Y., Kim, S., Noh, S. J. “Assessment of the Impact of Spatial Variability on Streamflow Predictions Using High-Resolution Modeling and Parameter Estimation: Case Study of Geumho River Catchment, South Korea”, Water, 16(4), 591 (2024)

Lee, Y., Kim, B., Noh, S. J. “High-resolution ensemble streamflow predictions using WRF-Hydro and LDAPS: a case study of the Geumho River catchment”, J. Korea Water Resour. Assoc., 58(3), 263–275 (2025)

Kim, S., Kim, B., Lee, G., Lee, Y., Noh, S. J. “High-resolution medium-range streamflow prediction using distributed hydrological model WRF-Hydro and numerical weather forecast GDAPS”, J. Korea Water Resour. Assoc., 57(5), 333-346 (2024)