Civil and Structural Engineering, Ocean Engineering, Artificial Intelligence, Environmental Engineering
52
Scholar Citations
5
Scholar h-index
2
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
From Benchmarking to Explainability: Machine Learning Algorithms for Rogue Wave Prediction S Thilakarathne, I Teutsch, LBA Sousa, P Keil, M Piraud, R Weisse ESS Open Archive 2026 (0221) , 2026 2026
Application of the Bruun rule in evaluating the effect of water level fall on the Caspian Sea profile evolution H Enayatighadikolaei, T Suzuki, M Soltanpour, S Thilakarathne Coastal Engineering Journal 67 (1), 181-195 , 2025 2025 Citations: 6
Wave storm dynamics and clustering, and their impacts on beach erosion S Thilakarathne, H Enayatighadikolaei, MS Islam, T Suzuki, M Mäll, ... Cambridge Prisms: Coastal Futures 3, e22 , 2025 2025 Citations: 3
Physical modeling of sandbar dynamics to correlate wave-induced pore pressure gradient, sediment concentration, and bed-level erosion MS Islam, T Suzuki, S Thilakarathne Ocean Engineering 307, 118161 , 2024 2024 Citations: 11
Identifying key morphometrics to post-storm beach recovery through explainable AI S Thilakarathne, T Suzuki, M Mäll, M Banno Scientific Reports 14 (1), 14261 , 2024 2024 Citations: 4
Machine learning-driven approach to quantify the beach susceptibility to storm-induced erosion S Thilakarathne, T Suzuki, M Mäll Coastal Engineering Journal 66 (2), 216-233 , 2024 2024 Citations: 7
Beach resilience to storm-induced erosion: a machine learning-driven approach to identify key morphometrics to recovery S Thilakarathne, T Suzuki, M Mäll, M Banno 2024
Applying Artificial Neural Networks for Predicting Beach Vulnerability to Storm-Induced Erosion S Thilakarathne, T Suzuki, M Mäll Journal of JSCE 11 (2) , 2023 2023 Citations: 11
A Simple Approach to Predict the Beach Vulnerability to Storm-induced Erosion in Hasaki Coast, Japan S Thilakarathne, T Suzuki, M Mäll, H Higa, MA Malek Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering … , 2022 2022 Citations: 7
Effect of Climate Change on Monthly Pond Storage Variation - A Case Study in Jaffna, Sri Lanka S Thilakarathne, RLHL Rajapakse, TMN Wijayaratna International Conference on Civil Engineering and Applications - ICCEA2019 1 , 2019 2019 Citations: 1
Scenario analysis to identify a sustainable pond rehabilitation approach for flood mitigation: A case study in Jaffna, Sri Lanka S Thilakarathne, TMN Wijayaratna, RLHL Rajapakse 2019
A Case study on sustainable restoration approach for cascade pond systems in Jaffna municipal council area for effective flood management S Thilakarathne 2019
Holistic Behavior of Urban Pond Systems for Flood Risk Mitigation - A Case Study in Jaffna Municipal Council Area S Thilakarathne, TMN Wijayaratna, RLHL Rajapakse International Conference on Sustainable Built Environment 2018 (ICSBE) 9 , 2018 2018 Citations: 1
A Case Study on the Retention Tanks in the Walawe Ganga River Basin, Sri Lanka S Thilakarathne, TMN Wijayaratna 2018 Moratuwa Engineering Research Conference (MERCon), 482-487 , 2018 2018 Citations: 1
MOST CITED SCHOLAR PUBLICATIONS
Physical modeling of sandbar dynamics to correlate wave-induced pore pressure gradient, sediment concentration, and bed-level erosion MS Islam, T Suzuki, S Thilakarathne Ocean Engineering 307, 118161 , 2024 2024 Citations: 11
Applying Artificial Neural Networks for Predicting Beach Vulnerability to Storm-Induced Erosion S Thilakarathne, T Suzuki, M Mäll Journal of JSCE 11 (2) , 2023 2023 Citations: 11
Machine learning-driven approach to quantify the beach susceptibility to storm-induced erosion S Thilakarathne, T Suzuki, M Mäll Coastal Engineering Journal 66 (2), 216-233 , 2024 2024 Citations: 7
A Simple Approach to Predict the Beach Vulnerability to Storm-induced Erosion in Hasaki Coast, Japan S Thilakarathne, T Suzuki, M Mäll, H Higa, MA Malek Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering … , 2022 2022 Citations: 7
Application of the Bruun rule in evaluating the effect of water level fall on the Caspian Sea profile evolution H Enayatighadikolaei, T Suzuki, M Soltanpour, S Thilakarathne Coastal Engineering Journal 67 (1), 181-195 , 2025 2025 Citations: 6
Identifying key morphometrics to post-storm beach recovery through explainable AI S Thilakarathne, T Suzuki, M Mäll, M Banno Scientific Reports 14 (1), 14261 , 2024 2024 Citations: 4
Wave storm dynamics and clustering, and their impacts on beach erosion S Thilakarathne, H Enayatighadikolaei, MS Islam, T Suzuki, M Mäll, ... Cambridge Prisms: Coastal Futures 3, e22 , 2025 2025 Citations: 3
Effect of Climate Change on Monthly Pond Storage Variation - A Case Study in Jaffna, Sri Lanka S Thilakarathne, RLHL Rajapakse, TMN Wijayaratna International Conference on Civil Engineering and Applications - ICCEA2019 1 , 2019 2019 Citations: 1
Holistic Behavior of Urban Pond Systems for Flood Risk Mitigation - A Case Study in Jaffna Municipal Council Area S Thilakarathne, TMN Wijayaratna, RLHL Rajapakse International Conference on Sustainable Built Environment 2018 (ICSBE) 9 , 2018 2018 Citations: 1
A Case Study on the Retention Tanks in the Walawe Ganga River Basin, Sri Lanka S Thilakarathne, TMN Wijayaratna 2018 Moratuwa Engineering Research Conference (MERCon), 482-487 , 2018 2018 Citations: 1
From Benchmarking to Explainability: Machine Learning Algorithms for Rogue Wave Prediction S Thilakarathne, I Teutsch, LBA Sousa, P Keil, M Piraud, R Weisse ESS Open Archive 2026 (0221) , 2026 2026
Beach resilience to storm-induced erosion: a machine learning-driven approach to identify key morphometrics to recovery S Thilakarathne, T Suzuki, M Mäll, M Banno 2024
Scenario analysis to identify a sustainable pond rehabilitation approach for flood mitigation: A case study in Jaffna, Sri Lanka S Thilakarathne, TMN Wijayaratna, RLHL Rajapakse 2019
A Case study on sustainable restoration approach for cascade pond systems in Jaffna municipal council area for effective flood management S Thilakarathne 2019
