Machine Learning: Defining Worldwide Cyclone Labels for Training. - Christina Bonfanti; Lidija Trailovic; Jebb Q. Stewart; Mark Govett (FUSION, 2018)

Tropical and Extratropical Cyclone Detection Using Deep Learning. - Christina Kumler-Bonfanti; Jebb Q. Stewart; David Hall; Mark Govett (CoRR, 2020)

Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data. - Sophie Giffard-Roisin; Mo Yang; Guillaume Charpiat; Christina Kumler-Bonfanti; Balázs Kégl; Claire Monteleoni (Frontiers Big Data, 2020)

CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences - Version 1. - Imme Ebert-Uphoff; Ryan Lagerquist; Kyle Hilburn; Yoonjin Lee; Katherine Haynes; Jason Stock; Christina Kumler; Jebb Q. Stewart (CoRR, 2021)