Salika Thilakarathne

Inst. of Coastal Systems

Helmholtz-Zentrum Hereon Geesthacht, Germany

I am a research associate at the Institute for Coastal Systems, Helmholtz-Zentrum Hereon with a more specific interest in nearshore morphodynamics under storm conditions. Research work includes effect-oriented prediction of extreme events on the coast, beach recovery after erosion cases, and machine learning in coastal dynamics.

Disclaimer: This personal website serves as a documentation platform for my research and personal activities. Any opinions and recommendations expressed on this site are solely my own and may not necessarily reflect the views of my affiliations.

news

May 1, 2024	Started working as a research associate at Helmholtz-Zentrum Hereon
Sep 15, 2023	PhD graduation
Jun 29, 2023	Research symposium, Abashiri, Hokkaido

selected publications

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},
}

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},
}

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},
}