articles

2025

1. SSRN

   A Differentiable Solver for Phase-resolved Nearshore Wave Modelling

   Willington Renteria, Patrick Lynett, and others

   SSRN, 2025

   Preprint version

   Bib HTML

   @article{renteria2025vae_ssrn,
     title = {A Differentiable Solver for Phase-resolved Nearshore Wave Modelling},
     author = {Renteria, Willington and Lynett, Patrick and others},
     journal = {SSRN},
     year = {2025},
     url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6117930},
     note = {Preprint version},
   }

2. PhD Thesis

   Hybrid Numerical and Artificial-Intelligence Frameworks for Coastal Inverse Problems

   Willington Renteria

   University of Southern California, 2025

   Doctoral dissertation

   Bib HTML

   @phdthesis{renteria2025thesis,
     title = {Hybrid Numerical and Artificial-Intelligence Frameworks for Coastal Inverse Problems},
     author = {Renteria, Willington},
     school = {University of Southern California},
     year = {2025},
     url = {https://search.proquest.com/openview/f71970336e374dcc29685569dceaa9ee/1?pq-origsite=gscholar&cbl=18750&diss=y},
     note = {Doctoral dissertation},
     about_selected = {true},
   }

3. JGR-MLC

   Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves

   Willington Renteria, Patrick Lynett, and others

   Journal of Geophysical Research: Machine Learning and Computation, 2025

   DOI Bib HTML PDF Code

   @article{renteria2025vae,
     title = {Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves},
     author = {Renteria, Willington and Lynett, Patrick and others},
     journal = {Journal of Geophysical Research: Machine Learning and Computation},
     volume = {2},
     pages = {e2025JH000614},
     year = {2025},
     doi = {10.1029/2025JH000614},
     url = {https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2025JH000614},
   }

4. Dataset

   StEER: Field Assessment Structural Team (FAST) Dataset: Hurricane Ian

   Luis Ceferino, Dylan Faraone, Kurtis Gurley, and 18 more authors

   Jan 2025

   Dataset publication

   DOI Bib HTML

   @misc{ceferino2025steer,
     title = {StEER: Field Assessment Structural Team (FAST) Dataset: Hurricane Ian},
     author = {Ceferino, Luis and Faraone, Dylan and Gurley, Kurtis and Lynett, Patrick and Pinelli, Jean-Paul and Zdebski, Jaqueline and Roueche, David and Kijewski-Correa, Tracy and Cinar, Ezgi and Civello, Joey and Davis, Robert and Ebrahimi, Behzad and Kaihatu, James and Kameshwar, Sabarethinam and McCann, Maile and Nofal, Omar and Renteria, Willington and Rhode-Barbarigos, Landolf and Rizer, Chris and Wei, Zhuoxuan and Zisis, Ioannis},
     year = {2025},
     month = jan,
     publisher = {Designsafe-CI},
     doi = {10.17603/ds2-f1p1-ev62},
     url = {https://par.nsf.gov/biblio/10600811},
     note = {Dataset publication},
   }

2024

1. Coast. Eng.

   Field observations of Hurricane Ian’s wave and surge impact in the areas of Fort Myers Beach and Sanibel Island, USA

   M. McCann, B. Ebrahimi, G. E. Cinar, and 4 more authors

   Coastal Engineering, Mar 2024

   DOI Bib HTML

   @article{mccann2024hurricaneian,
     title = {Field observations of Hurricane Ian's wave and surge impact in the areas of Fort Myers Beach and Sanibel Island, USA},
     author = {McCann, M. and Ebrahimi, B. and Cinar, G. E. and Renteria, W. and Stehno, A. and Lynett, P. and Kaihatu, J.},
     journal = {Coastal Engineering},
     volume = {188},
     pages = {104450},
     year = {2024},
     month = mar,
     doi = {10.1016/j.coastaleng.2023.104450},
     url = {https://doi.org/10.1016/j.coastaleng.2023.104450},
   }

2023

1. ICCE

   Deep Learning to Predict Tsunami Height at the Shoreline Using Ocean Bottom Pressure Data

   Willington Renteria and Patrick Lynett

   Coastal Engineering Proceedings, Sep 2023

   DOI Bib HTML

   @article{renteria2023icce_dl,
     title = {Deep Learning to Predict Tsunami Height at the Shoreline Using Ocean Bottom Pressure Data},
     author = {Renteria, Willington and Lynett, Patrick},
     journal = {Coastal Engineering Proceedings},
     volume = {37},
     pages = {management.98},
     year = {2023},
     month = sep,
     doi = {10.9753/icce.v37.management.98},
     url = {https://doi.org/10.9753/icce.v37.management.98},
   }

2022

1. Nature

   Diverse tsunamigenesis triggered by the Hunga Tonga-Hunga Ha’apai eruption

   Patrick Lynett, Maile McCann, Zili Zhou, and 15 more authors

   Nature, Aug 2022

   DOI Bib HTML

   @article{lynett2022tsunamigenesis,
     title = {Diverse tsunamigenesis triggered by the Hunga Tonga-Hunga Ha'apai eruption},
     author = {Lynett, Patrick and McCann, Maile and Zhou, Zili and Renteria, Willington and Borrero, Jose and Greer, Dougal and Fa'anunu, Ofa and Bosserelle, Cyprien and Jaffe, Bruce and La Selle, SeanPaul and Ritchie, Andrew and Snyder, Alexander and Nasr, Brandon and Bott, Jacqueline and Graehl, Nicholas and Synolakis, Costas and Ebrahimi, Behzad and Cinar, Gizem Ezgi},
     journal = {Nature},
     volume = {609},
     number = {7928},
     pages = {728--733},
     year = {2022},
     month = aug,
     doi = {10.1038/s41586-022-05170-6},
     url = {https://doi.org/10.1038/s41586-022-05170-6},
   }