Christina Kumler-Bonfanti

According to our database, Christina Kumler-Bonfanti authored at least 4 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

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

Tropical and Extratropical Cyclone Detection Using Deep Learning.

Christina Kumler-Bonfanti, Jebb Q. Stewart, David Hall, Mark Govett

CoRR, 2020

2018

Machine Learning: Defining Worldwide Cyclone Labels for Training.

Christina Bonfanti, Lidija Trailovic, Jebb Q. Stewart, Mark Govett

Proceedings of the 21st International Conference on Information Fusion, 2018