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Bianca Zadrozny

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Foundation Models for Generalist Geospatial Artificial Intelligence

Nov 08, 2023
Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dario Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi, Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu Ganti, Kommy Weldemariam, Rahul Ramachandran

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Wildfire risk forecast: An optimizable fire danger index

Mar 28, 2022
Eduardo Rodrigues, Bianca Zadrozny, Campbell Watson

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Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion

Dec 10, 2021
Ken C. L. Wong, Hongzhi Wang, Etienne E. Vos, Bianca Zadrozny, Campbell D. Watson, Tanveer Syeda-Mahmood

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Controlling Weather Field Synthesis Using Variational Autoencoders

Jul 30, 2021
Dario Augusto Borges Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell Watson

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A comparative study of stochastic and deep generative models for multisite precipitation synthesis

Jul 16, 2021
Jorge Guevara, Dario Borges, Campbell Watson, Bianca Zadrozny

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Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network

Jul 14, 2021
Daniel Salles Civitarese, Daniela Szwarcman, Bianca Zadrozny, Campbell Watson

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Decadal Forecasts with ResDMD: a Residual DMD Neural Network

Jun 21, 2021
Eduardo Rodrigues, Bianca Zadrozny, Campbell Watson, David Gold

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Geostatistical Learning: Challenges and Opportunities

Feb 17, 2021
Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny

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A modular framework for extreme weather generation

Feb 05, 2021
Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dario Oliveira, Eduardo Rodrigues, Jorge Guevara

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