publications

2024

1. SR

   Identifying key morphometrics to post-storm beach recovery through explainable AI

   Salika Thilakarathne, Takayuki Suzuki, Martin Mäll, and 1 more author

   Scientific Reports, Jun 2024

   Bib HTML

   @article{thilakarathne_identifying_2024,
     title = {Identifying key morphometrics to post-storm beach recovery through explainable AI},
     author = {Thilakarathne, Salika and Suzuki, Takayuki and Mäll, Martin and Banno, Masayuki},
     journal = {Scientific Reports},
     year = {2024},
     month = jun,
     doi = {10.1038/s41598-024-64023-6},
   }

2. OE

   Physical modeling of sandbar dynamics to correlate wave-induced pore pressure gradient, sediment concentration, and bed-level erosion

   Md Shofiqul Islam, Takayuki Suzuki, and Salika Thilakarathne

   Ocean Engineering, Sep 2024

   Bib HTML

   @article{islam_physical_2024,
     title = {Physical modeling of sandbar dynamics to correlate wave-induced pore pressure gradient, sediment concentration, and bed-level erosion},
     author = {Islam, Md Shofiqul and Suzuki, Takayuki and Thilakarathne, Salika},
     journal = {Ocean Engineering},
     year = {2024},
     month = sep,
     doi = {10.1016/j.oceaneng.2024.118161},
   }

2023

1. CEJ

   Machine learning-driven approach to quantify the beach susceptibility to storm-induced erosion

   Salika Thilakarathne, Takayuki Suzuki, and Martin Mäll

   Coastal Engineering Journal, Nov 2023

   Bib HTML

   @article{thilakarathne_2023_machine,
     title = {Machine learning-driven approach to quantify the beach susceptibility to storm-induced erosion},
     author = {Thilakarathne, Salika and Suzuki, Takayuki and Mäll, Martin},
     journal = {Coastal Engineering Journal},
     year = {2023},
     month = nov,
     doi = {10.1080/21664250.2023.2288744},
   }

2. JSCE

   Applying Artificial Neural Networks for Storm-induced Beach Erosion Vulnerability Prediction

   Salika Thilakarathne, Takayuki Suzuki, and Martin Mäll

   Journal of JSCE, May 2023

   Bib HTML

   @article{thilakarathne_2023_applying,
     title = {Applying Artificial Neural Networks for Storm-induced Beach Erosion Vulnerability Prediction},
     author = {Thilakarathne, Salika and Suzuki, Takayuki and Mäll, Martin},
     journal = {Journal of JSCE},
     volume = {11},
     number = {2},
     year = {2023},
     month = may,
     doi = {10.2208/journalofjsce.23-18101},
     url = {https://doi.org/10.2208/journalofjsce.23-18101},
   }

2022

1. KAIGAN

   A Simple Approach to Predict the Beach Vulnerability to Storm-induced Erosion in Hasaki Coast, Japan

   Salika Thilakarathne, Takayuki Suzuki, Martin Mäll, and 2 more authors

   Journal of JSCE, Ser. B2 (Coastal Engineering), Jul 2022

   Bib HTML

   @article{thilakarathne_2022_simple,
     title = {A Simple Approach to Predict the Beach Vulnerability to Storm-induced Erosion in Hasaki Coast, Japan},
     author = {Thilakarathne, Salika and Suzuki, Takayuki and Mäll, Martin and Higa, Hiroto and Malek, Md Abdul},
     journal = {Journal of JSCE, Ser. B2 (Coastal Engineering)},
     volume = {78},
     issue = {2},
     year = {2022},
     month = jul,
     doi = {10.2208/kaigan.78.2_I_985},
     url = {https://doi.org/10.2208/kaigan.78.2_I_985},
   }

2019

1. Conf. Proc.

   Effect of Climate Change on Monthly Pond Storage Variation

   Salika Thilakarathne, Lalith Rajapakse, and Nimal Wijayaratna

   Jul 2019

   Bib

   @conference{thilakarathne_2019_effect,
     title = {Effect of Climate Change on Monthly Pond Storage Variation},
     author = {Thilakarathne, Salika and Rajapakse, Lalith and Wijayaratna, Nimal},
     journal = {Proceedings of the International Conference on Civil Engineering and Applications},
     year = {2019}
   }

2. Conf. Proc.

   Scenario analysis to identify a sustainable pond rehabilitation approach for flood mitigation: A case study in Jaffna, Sri Lanka

   Salika Thilakarathne, Lalith Rajapakse, and Nimal Wijayaratna

   Jul 2019

   Bib

   @conference{thilakarathne_2019_scenario,
     title = {Scenario analysis to identify a sustainable pond rehabilitation approach for flood mitigation: A case study in Jaffna, Sri Lanka},
     author = {Thilakarathne, Salika and Rajapakse, Lalith and Wijayaratna, Nimal},
     journal = {Proceedings of the nternational Conference on Capacity Building for Research and Innovation in Disaster Resilience},
     year = {2019}
   }

2018

1. Conf. Proc.

   Holistic behavior of urban pond systems for flood risk mitigation ‐ A case study in Jaffna municipal council area

   Salika Thilakarathne, Nimal Wijayaratna, and Lalith Rajapakse

   Jul 2018

   Bib

   @conference{thilakarathne_2018_holistic,
     title = {Holistic behavior of urban pond systems for flood risk mitigation ‐ A case study in Jaffna municipal council area},
     author = {Thilakarathne, Salika and Wijayaratna, Nimal and Rajapakse, Lalith},
     booktitle = {Proceedings of the International Conference on Sustainable Built Environment},
     year = {2018}
   }

2. Conf. Proc.

   A case study on the retention tanks in the Walawe Ganga river basin, Sri Lanka

   Salika Thilakarathne, and Nimal Wijayaratna

   Jul 2018

   Bib HTML

   @conference{thilakarathne_2018_case,
     title = {A case study on the retention tanks in the Walawe Ganga river basin, Sri Lanka},
     author = {Thilakarathne, Salika and and Wijayaratna, Nimal},
     booktitle = {Proceedings of the Moratuwa Engineering Research Conference (MERCon)},
     doi = {10.1109/MERCon.2018.8421942},
     url = {https://doi.org/10.1109/MERCon.2018.8421942},
     year = {2018}
   }