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Christina Kumler-Bonfanti

Christina Kumler – Christina Bonfanti

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2020 – today

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2021
[i3]
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  - journals/corr/abs-2106-09757
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Imme Ebert-Uphoff, Ryan Lagerquist, Kyle Hilburn, Yoonjin Lee, Katherine Haynes, Jason Stock, Christina Kumler, Jebb Q. Stewart:
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences - Version 1. CoRR abs/2106.09757 (2021)
2020
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  - journals/fdata/Giffard-RoisinY20
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Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni:
Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data. Frontiers Big Data 3: 1 (2020)
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  - journals/corr/abs-2005-09056
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Christina Kumler-Bonfanti, Jebb Q. Stewart, David Hall, Mark Govett:
Tropical and Extratropical Cyclone Detection Using Deep Learning. CoRR abs/2005.09056 (2020)

2010 – 2019

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2019
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  - journals/corr/abs-1910-10566
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Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni:
Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data. CoRR abs/1910.10566 (2019)
2018
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  - conf/fusion/BonfantiTSG18
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Christina Bonfanti, Lidija Trailovic, Jebb Q. Stewart, Mark Govett:
Machine Learning: Defining Worldwide Cyclone Labels for Training. FUSION 2018: 753-760

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