 |
|
Review on Applications of Machine Learning in Coastal and Ocean Engineering
Taeyoon Kim, Woo-Dong Lee
J. Ocean Eng. Technol.. 2022;36(3):194-210. Published online 2022 Jun 30 DOI: https://doi.org/10.26748/KSOE.2022.007
|
|
Citations to this article as recorded by
 Faster than real-time, phase-resolving, data-driven model of wave propagation and wave–structure interaction
Jeffrey C. Harris
Applied Ocean Research.2025; 154: 104291. CrossRef Machine learning methods for predicting shoreline change from submerged breakwater simulations
Subaru Ken Muroi, Edoardo Bertone, Nick Cartwright, Fernando Alvarez
Engineering Applications of Artificial Intelligenc.2025; 152: 110726. CrossRef Daily Planning and Management of SCUBA Diving for Underwater Search and Rescue Considering Tidal Currents: A Case Study of the Sewol Ferry Disaster Site
Myounghoon Kim, Sunggil Kim, Taeyoon Kim, Yeonjoong Kim, Woo-Dong Lee
Korea Society of Coastal Disaster Prevention.2025; 12(1): 31. CrossRef Field data-based prediction of local scour depth around bridge piers using interpretable machine learning
Taeyoon Kim, Azmayeen R. Shahriar, Woo-Dong Lee, Yongjin Choi, Siyoon Kwon, Mohammed A. Gabr.
Transportation Geotechnics.2025; 52: 101567. CrossRef The Role of Artificial Intelligence in Sustainable Ocean Waste Tracking and Management: A Bibliometric Analysis
Mariam I. Adeoba, Thanyani Pandelani, Harry Ngwangwa, Tracy Masebe
Sustainability.2025; 17(9): 3912. CrossRef Surface-Supplied Diving System for Underwater Search and Rescue Operations at the Sewol Ferry Disaster Site (Part I): Theoretical Background and Dive Planning
Woo-Dong Lee, Yeonjoong Kim, Taeyoon Kim, Myounghoon Kim
Journal of Korean Society of Coastal and Ocean Eng.2025; 37(2): 38. CrossRef Computationally Efficient Hybrid Downscaling of Surf Zone Hydrodynamics: Methodology and Evaluation
E. R. Echevarria, S. Contardo, B. Pérez‐Díaz, R. K. Hoeke, B. Leighton, C. Trenham, L. Cagigal, F. J. Méndez
Journal of Geophysical Research: Machine Learning .2025;[Epub] CrossRef MACHINE LEARNING TECHNIQUES FOR CROSS SHORE BEACH CHANGE FORECASTING
Tharindu Udasri Sampath Manamperi, Harshinie Karunarathna, Alma Rahat, Masayuki Banno, Doug Pender, Demetra Cristaudo
Coastal Engineering Proceedings.2025; (38): 60. CrossRef A Comprehensive Review of Machine Learning for Water Quality Prediction over the Past Five Years
Xiaohui Yan, Tianqi Zhang, Wenying Du, Qingjia Meng, Xinghan Xu, Xiang Zhao
Journal of Marine Science and Engineering.2024; 12(1): 159. CrossRef Prediction of wave runup on beaches using interpretable machine learning
Taeyoon Kim, Woo-Dong Lee
Ocean Engineering.2024; 297: 116918. CrossRef Evolutionary probability density reconstruction of stochastic dynamic responses based on physics-aided deep learning
Zidong Xu, Hao Wang, Kaiyong Zhao, Han Zhang, Yun Liu, Yuxuan Lin
Reliability Engineering & System Safety.2024; 246: 110081. CrossRef Interpretable machine learning scheme for predicting bridge pier scour depth
Taeyoon Kim, Azmayeen R. Shahriar, Woo-Dong Lee, Mohammed A. Gabr
Computers and Geotechnics.2024; 170: 106302. CrossRef Enhancing CFD solver with Machine Learning techniques
Paulo Sousa, Carlos Veiga Rodrigues, Alexandre Afonso
Computer Methods in Applied Mechanics and Engineer.2024; 429: 117133. CrossRef A New Type of Wharf and a Study of Its Mechanical Properties by FE (Finite Element) and Experimental Methods
Xiang He, Xia Qin, Mian Huang, Xiaoli Xie, Chenhao Du, Wenyang Fan
Buildings.2024; 14(7): 2067. CrossRef Understanding the Dynamics of Ocean Wave-Current Interactions Through Multivariate Multi-Step Time Series Forecasting
Zaharaddeeen Karami Lawal, Hayati Yassin, Daphne Teck Ching Lai, Azam Che Idris
Applied Artificial Intelligence.2024;[Epub] CrossRef FogFusionNet: Coastal Sea Fog Prediction by Using a Multimodal Deep Learning Approach
Doo-Hwan Son, Minki Chun, Young Taeg Kim, Boonsoon Kang, Kuk Jin Kim, Jin Hyun Han
IEEE Access.2024; 12: 137491. CrossRef Promoting best practices in ocean forecasting through an Operational Readiness Level
E. Alvarez Fanjul, S. Ciliberti, J. Pearlman, K. Wilmer-Becker, P. Bahurel, F. Ardhuin, A. Arnaud, K. Azizzadenesheli, R. Aznar, M. Bell, L. Bertino, S. Behera, G. Brassington, J. B. Calewaert, A. Capet, E. Chassignet, S. Ciavatta, M. Cirano, E. Clementi,
Frontiers in Marine Science.2024;[Epub] CrossRef Estimation of the Input Height of Irregular Waves Generated at a Wave Maker by Using Gaussian Process Regression and Artificial Neural Networks
Jung-Eun Oh, Sang-Ho Oh
Journal of Korean Society of Coastal and Ocean Eng.2024; 36(6): 225. CrossRef The temporal variations in principal and shallow-water tidal constituents and their application in tidal level calculation: an example in Zhoushan Archipelagoes with complex bathymetry
Zilu Wei, Xiaohui Jiao, Yunfei Du, Jicai Zhang, Haidong Pan, Guansuo Wang, Daosheng Wang, Ya Ping Wang
Ocean & Coastal Management.2023; 237: 106516. CrossRef Filling Missing and Extending Significant Wave Height Measurements Using Neural Networks and an Integrated Surface Database
Damjan Bujak, Tonko Bogovac, Dalibor Carević, Hanna Miličević
Wind.2023; 3(2): 151. CrossRef Analyzing the effectiveness of MEMS sensor and IoT in predicting wave height using machine learning models
Jai Prakash Mishra, Kulwant Singh, Himanshu Chaudhary
Measurement Science and Technology.2023; 34(7): 075904. CrossRef Advances in Numerical Modeling of Coupled CFD Problems
Pavel B. Ryzhakov, Julio Marti, Mohammad R. Hashemi
Journal of Marine Science and Engineering.2023; 11(5): 978. CrossRef A Review of Application of Machine Learning in Storm Surge Problems
Yue Qin, Changyu Su, Dongdong Chu, Jicai Zhang, Jinbao Song
Journal of Marine Science and Engineering.2023; 11(9): 1729. CrossRef Prediction of Salinity of Nakdong River Estuary Using Deep Learning Algorithm (LSTM) for Time Series Analysis
Joung Woon Woo, Yeon Joong Kim, Jong Sung Yoon
Journal of Korean Society of Coastal and Ocean Eng.2022; 34(4): 128. CrossRef Development of a Machine Learning-Based Framework for Predicting Vessel Size Based on Container Capacity
Indranath Chatterjee, Gyusung Cho
Applied Sciences.2022; 12(19): 9999. CrossRef Prediction of Wave Conditions Using a Machine Learning Framework on the East Coast of Korea
Taeyoon Kim, Woo-Dong Lee
Journal of Coastal Research.2022;[Epub] CrossRef
|