Citations (27)
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Taeyoon Kim & Woo-Dong Lee. (2023) Prediction of wave overtopping discharges at coastal structures using interpretable machine learning. Coastal Engineering Journal 65:3, pages 433-449.
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Amir Hossein Zaji & Hossein Bonakdari. (2019) Robustness lake water level prediction using the search heuristic-based artificial intelligence methods. ISH Journal of Hydraulic Engineering 25:3, pages 316-324.
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Sara Mizar Formentin & Barbara Zanuttigh. (2018) A methodological approach for the development and verification of artificial neural networks based on an application to wave–structure interaction processes. Coastal Engineering Journal 60:3, pages 260-279.
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Articles from other publishers (24)
Alireza Sadat Hosseini, Amir Kabiri, Amir H. Gandomi & Mehdi Shafieefar. (2023) Genetic programming for the prediction of berm breakwaters recession. Ocean Engineering 279, pages 114465.
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Sergio Croquer, Sébastien Poncet, Jay Lacey & Ioan Nistor. (2023) Statistical analysis and prediction of force and overtopping rates on large-scale vertical walls using support vector machine and random forest regression. Canadian Journal of Civil Engineering 50:5, pages 375-386.
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Moussa S. Elbisy. (2023) Machine learning techniques for estimating wave-overtopping discharges at coastal structures. Ocean Engineering 273, pages 113972.
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Abdullah H. Alshahri & Moussa S. Elbisy. (2023) Assessment of Using Artificial Neural Network and Support Vector Machine Techniques for Predicting Wave-Overtopping Discharges at Coastal Structures. Journal of Marine Science and Engineering 11:3, pages 539.
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Tracey H. A. TOM, Hajime MASE, Masahide TAKEDA, Chisato HARA, Sooyoul KIM, Hiroyuki KAWAMURA & Kohei OGUMA. (2023) PREDICTION OF IMPACT BREAKING WAVE FORCE ON AN UPRIGHT WALL OF COMPOSITE BREAKWATER BY SAMPLING WITH REPLACEMENT AND ENSEMBLE MACHINE LEARNING復元抽出・アンサンブル機械学習による混成堤直立壁に作用する平均波力算定と衝撃砕波力の発生判定. Japanese Journal of JSCE 79:3, pages n/a.
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Arun George, Sunny Kumar Poguluri, Jeongrok Kim & Il Hyoung Cho. (2022) Design optimization of a multi-layer porous wave absorber using an artificial neural network model. Ocean Engineering 265, pages 112666.
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Taeyoon Kim, Woo-Dong Lee, Yongju Kwon, Jongyeong Kim, Byeonggug Kang & Soonchul Kwon. (2022) Prediction of Wave Transmission Characteristics of Low Crested Structures Using Artificial Neural Network. Journal of Ocean Engineering and Technology 36:5, pages 313-325.
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Songgui Chen, Hanbao Chen, Cheng Peng, Yina Wang & Yuanye Hu. (2022) Analysis of Factors Influencing Wave Overtopping Discharge from Breakwater Based on an MIV-BP Estimation Model. Water 14:19, pages 2967.
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M. A. Habib, J.J. O’Sullivan & M. Salauddin. (2022) Prediction of Wave Overtopping Characteristics at Coastal Flood Defences Using Machine Learning Algorithms: A Systematic Rreview. IOP Conference Series: Earth and Environmental Science 1072:1, pages 012003.
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Mads Røge Eldrup, Thomas Lykke Andersen, Koen Van Doorslaer & Jentsje van der Meer. (2022) Improved guidance on roughness and crest width in overtopping of rubble mound structures along EurOtop. Coastal Engineering 176, pages 104152.
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Taeyoon Kim & Woo-Dong Lee. (2022) Review on Applications of Machine Learning in Coastal and Ocean Engineering. Journal of Ocean Engineering and Technology 36:3, pages 194-210.
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Yan-ting Li, Cheng-jie Zeng, Zhao Yi-han, Po Hu, Tian-ting Sun, Yi-jun Hou, Dong-xue Mo & Deng-ting Wang. (2022) Experimental Study of Overtopping on Sea Dikes and Coastal Flooding Under the Coupled Processes of Tides and Waves. China Ocean Engineering 36:3, pages 413-426.
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Changkyum Kim, Insik Chun & Byungcheol Oh. (2021) Estimation of Overtopping Discharges with Deep Neural Network(DNN) Method. Korea Society of Coastal Disaster Prevention 8:4, pages 229-236.
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Achilleas Samaras & Theophanis Karambas. (2021) Modelling the Impact of Climate Change on Coastal Flooding: Implications for Coastal Structures Design. Journal of Marine Science and Engineering 9:9, pages 1008.
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Shabnam Hosseinzadeh, Amir Etemad-Shahidi & Ali Koosheh. (2021) Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods. Journal of Hydroinformatics 23:5, pages 1030-1049.
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Saeed Shaeri & Amir Etemad-Shahidi. (2021) Wave overtopping at vertical and battered smooth impermeable structures. Coastal Engineering 166, pages 103889.
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Patricia Mares-Nasarre, Jorge Molines, M. Esther Gómez-Martín & Josep R. Medina. (2021) Explicit Neural Network-derived formula for overtopping flow on mound breakwaters in depth-limited breaking wave conditions. Coastal Engineering 164, pages 103810.
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José Manuel Oliver, Maria Dolores Esteban, José-Santos López-Gutiérrez, Vicente Negro & Maria Graça Neves. (2021) Optimizing Wave Overtopping Energy Converters by ANN Modelling: Evaluating the Overtopping Rate Forecasting as the First Step. Sustainability 13:3, pages 1483.
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Corrado Altomare, Xavi Gironella, Tomohiro Suzuki, Giacomo Viccione & Alessandra Saponieri. (2020) Overtopping Metrics and Coastal Safety: A Case of Study from the Catalan Coast. Journal of Marine Science and Engineering 8:8, pages 556.
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Ye LiuShaowu LiXin ZhaoChuanyue HuZhufeng FanSonggui Chen. (2020) Artificial Neural Network Prediction of Overtopping Rate for Impermeable Vertical Seawalls on Coral Reefs. Journal of Waterway, Port, Coastal, and Ocean Engineering 146:4.
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Jae-Sung Lee & Kyung-Duck Suh. (2020) Development of Stability Formulas for Rock Armor and Tetrapods Using Multigene Genetic Programming. Journal of Waterway, Port, Coastal, and Ocean Engineering 146:1.
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Formentin, Gaeta, Palma, Zanuttigh & Guerrero. (2019) Flow Depths and Velocities across a Smooth Dike Crest. Water 11:10, pages 2197.
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Seok Bong Lee & Kyung-Duck Suh. (2019) Development of Wave Overtopping Formulas for Inclined Seawalls using GMDH Algorithm. KSCE Journal of Civil Engineering 23:5, pages 1899-1910.
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Timu Gallien, Nikos Kalligeris, Marie-Pierre Delisle, Bo-Xiang Tang, Joseph Lucey & Maria Winters. (2018) Coastal Flood Modeling Challenges in Defended Urban Backshores. Geosciences 8:12, pages 450.
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