Gerardo Rivera Tello

Atmospheric Science Ph.D. Student

I am currently studying for a Ph.D. in the Atmospheric Sciences Department at the University of Hawaii. My research insterest are in applying deep learning to gain insight on El Niño Southern Oscillation (ENSO) diversity.

Interests: Climate Science, ENSO, Big Data, Machine Learning, Data Visualization, 3D Graphics

Papers

(Submitted) Explained predictions of strong eastern Pacific El Niño events using deep learning

Gerardo A. Rivera-Tello, Ken Takahashi, and Christina Karamperidou (2023)

Full Article

Projects

IGP-UHM Deep Learning Model 2023

A deep learning model trained with climate data to predict extreme Eastern Pacific El Niño events

ENSO Machine Learning Python GitHub

Heat Transfer equation numerical solution 2022

Final project for the course Scientific Computing in Python from the Peruvian-German PeC3 center.

Python Numerical Methods GitHub

Project Site

xENSO 2020

A python package that leverages xarray for ENSO studies

Python GitHub

Python Club for Physicists 2019

Phyton Club for Physicists is a project that aims to teach Python to physics students at the National University of San Marcos (UNMSM) in Lima, Peru.

Python GitHub Physics