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Daniela Szwarcman

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A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network

Dec 20, 2023
Takuya Kurihana, Kyongmin Yeo, Daniela Szwarcman, Bruce Elmegreen, Karthik Mukkavilli, Johannes Schmude, Levente Klein

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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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Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling

May 23, 2023
Qidong Yang, Alex Hernandez-Garcia, Paula Harder, Venkatesh Ramesh, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick

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Generating physically-consistent high-resolution climate data with hard-constrained neural networks

Aug 08, 2022
Paula Harder, Qidong Yang, Venkatesh Ramesh, Prasanna Sattigeri, Alex Hernandez-Garcia, Campbell Watson, Daniela Szwarcman, David Rolnick

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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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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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Semantic Segmentation of Seismic Images

May 10, 2019
Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny

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Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation

Mar 26, 2019
Reinaldo Mozart Silva, Lais Baroni, Rodrigo S. Ferreira, Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil

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