Taeyoon Kim

Works (6)

Updated: May 7th, 2025 05:02

2025 article

Field data-based prediction of local scour depth around bridge piers using interpretable machine learning

Kim, T., Shahriar, A. R., Lee, W.-D., Choi, Y., Kwon, S., & Gabr., M. A. (2025, April 18). Transportation Geotechnics, Vol. 52.

By: T. Kim n, A. Shahriar* , W. Lee *, Y. Choi*, S. Kwon* & M. Gabr. n 

author keywords: eXtreme gradient boosting model; Interpretable machine learning; Local scour; Conservatism; Field data; Bridge pier
topics (OpenAlex): Hydrology and Sediment Transport Processes; Hydraulic flow and structures; Soil erosion and sediment transport
Sources: Web Of Science, NC State University Libraries
Added: May 6, 2025

2024 article

Effects of Floating States on Collision Forces of Drifting Containers Caused by Solitary Wave Inundation

Hwang, T., Kim, T., Kim, J., Kim, Y., & Lee, W.-D. (2024, March 15). Journal of Earthquake and Tsunami.

By: T. Hwang *, T. Kim n, J. Kim, Y. Kim * & W. Lee *

author keywords: Tsunami debris; drifting behavior; collision damage; contact condition; coastal inundation; secondary disaster
topics (OpenAlex): Earthquake and Tsunami Effects; Coastal and Marine Dynamics; Tropical and Extratropical Cyclones Research
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
14. Life Below Water (OpenAlex)
Source: Web Of Science
Added: May 7, 2024

2024 article

Prediction of wave runup on beaches using interpretable machine learning

Kim, T., & Lee, W.-D. (2024, February 21). Ocean Engineering.

By: T. Kim n & W. Lee *

author keywords: Wave runup; Interpretable machine learning; XGBoost; Support vector machine; Beaches
topics (OpenAlex): Coastal and Marine Dynamics; Flood Risk Assessment and Management; Ocean Waves and Remote Sensing
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
Source: Web Of Science
Added: April 29, 2024

2023 article

Experimental Investigations Using Computer Vision for Debris Motion Generated by Solitary Waves

Kim, T., Hwang, T., Baek, S., Hong, S., Kim, J., & Lee, W.-D. (2023, April 26). Journal of Earthquake and Tsunami.

By: T. Kim n, T. Hwang *, S. Baek *, S. Hong *, J. Kim & W. Lee *

author keywords: Computer vision; debris motion; revetment type; solitary wave; shipping container
topics (OpenAlex): Earthquake and Tsunami Effects; Coastal and Marine Dynamics; Evacuation and Crowd Dynamics
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: July 3, 2023

2023 article

Experimental analysis of Tsunami–Current interaction in river channel

Lee, W.-D., Mizutani, N., & Kim, T. (2023, July 17). Estuarine Coastal and Shelf Science.

By: W. Lee *, N. Mizutani * & T. Kim n

author keywords: Tsunami -current interaction; River mouth; River current; Wave amplification; Dispersion relation
topics (OpenAlex): Earthquake and Tsunami Effects; Tropical and Extratropical Cyclones Research; Coastal and Marine Dynamics
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science; OpenAlex)
Source: Web Of Science
Added: February 12, 2024

2023 article

Prediction of wave overtopping discharges at coastal structures using interpretable machine learning

Kim, T., & Lee, W.-D. (2023, July 3). Coastal Engineering Journal.

By: T. Kim n & W. Lee *

author keywords: overtopping; prediction; machine learning; feature engineering; coastal engineering
topics (OpenAlex): Water Systems and Optimization; Hydrological Forecasting Using AI; Flood Risk Assessment and Management
TL;DR: A data-based model can be a new alternative for analyzing the complex physical relationships in the field of coastal engineering and used as a starting point toward structure design and development for coastal disaster prevention. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
Source: Web Of Science
Added: July 31, 2023

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