AI for climate impacts: applications in flood risk
Jones, Anne, Kuehnert, Julian, Fraccaro, Paolo, Meuriot, Ophélie, Ishikawa, Tatsuya, Edwards, Blair, Stoyanov, Nikola, Remy, Sekou L., Weldemariam, Kommy, Assefa, Solomon
Published in NPJ climate and atmospheric science (08.06.2023)
Published in NPJ climate and atmospheric science (08.06.2023)
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Journal Article
Encoding Seasonal Climate Predictions with Modular Neural Network
Marvaniya, Smit, Singh, Jitendra, Galichet, Nicolas, Otieno, Fred Ochieng, de Mel, Geeth, Weldemariam, Kommy
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]
Maskey, Manil, Cavallaro, Gabriele, Heras, Dora Blanco, Fraccaro, Paolo, Edwards, Blair, Gurung, Iksha, Freitag, Brian, Ramasubramanian, Muthukumaran, Jakubik, Johannes, Chu, Linsong, Ganti, Raghu, Ramachandran, Rahul, Weldemariam, Kommy, Roy, Sujit, Costa, Carlos, Corvin, Alex, Asthana, Anish
Published in IEEE geoscience and remote sensing magazine (01.09.2023)
Published in IEEE geoscience and remote sensing magazine (01.09.2023)
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Journal Article
Supply chain emission estimation using large language models
Jain, Ayush, Padmanaban, Manikandan, Hazra, Jagabondhu, Godbole, Shantanu, Weldemariam, Kommy
Year of Publication 03.08.2023
Year of Publication 03.08.2023
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Journal Article
Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection
Fu, Dongqi, Zhu, Yada, Tong, Hanghang, Weldemariam, Kommy, Bhardwaj, Onkar, He, Jingrui
Year of Publication 08.08.2024
Year of Publication 08.08.2024
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Journal Article
Neural Active Learning Beyond Bandits
Ban, Yikun, Agarwal, Ishika, Wu, Ziwei, Zhu, Yada, Weldemariam, Kommy, Tong, Hanghang, He, Jingrui
Year of Publication 18.04.2024
Year of Publication 18.04.2024
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Journal Article
Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network
Marvaniya, Smit, Singh, Jitendra, Galichet, Nicolas, Otieno, Fred Ochieng, De Mel, Geeth, Weldemariam, Kommy
Year of Publication 05.09.2023
Year of Publication 05.09.2023
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Journal Article
Class-Imbalanced Graph Learning without Class Rebalancing
Liu, Zhining, Qiu, Ruizhong, Zeng, Zhichen, Yoo, Hyunsik, Zhou, David, Xu, Zhe, Zhu, Yada, Weldemariam, Kommy, He, Jingrui, Tong, Hanghang
Year of Publication 27.08.2023
Year of Publication 27.08.2023
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Journal Article
Climate Impact Modelling Framework
Edwards, Blair, Fraccaro, Paolo, Stoyanov, Nikola, Bore, Nelson, Kuehnert, Julian, Weldemariam, Kommy, Jones, Anne
Year of Publication 24.09.2022
Year of Publication 24.09.2022
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Journal Article
Supply chain emission estimation using large language models
Jain, Ayush, Manikandan Padmanaban, Hazra, Jagabondhu, Godbole, Shantanu, Weldemariam, Kommy
Published in arXiv.org (03.08.2023)
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Published in arXiv.org (03.08.2023)
Paper
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
Mukkavilli, S. Karthik, Civitarese, Daniel Salles, Schmude, Johannes, Jakubik, Johannes, Jones, Anne, Nguyen, Nam, Phillips, Christopher, Roy, Sujit, Singh, Shraddha, Watson, Campbell, Ganti, Raghu, Hamann, Hendrik, Nair, Udaysankar, Ramachandran, Rahul, Weldemariam, Kommy
Year of Publication 19.09.2023
Year of Publication 19.09.2023
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Journal Article
PREDICTING CHARGING BEHAVIOR OF ELECTRIC VEHICLE DRIVERS
Walcott, Aisha, Kuehnert, Julian Bertram, Gordon, Michael S, Cordes, Steven, Weldemariam, Kommy
Year of Publication 20.06.2024
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Year of Publication 20.06.2024
Patent
Neural Active Learning Beyond Bandits
Ban, Yikun, Agarwal, Ishika, Wu, Ziwei, Zhu, Yada, Weldemariam, Kommy, Tong, Hanghang, He, Jingrui
Published in arXiv.org (18.04.2024)
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Published in arXiv.org (18.04.2024)
Paper
Foundation Models for Generalist Geospatial Artificial Intelligence
Jakubik, Johannes, Roy, Sujit, Phillips, C. E, Fraccaro, Paolo, Godwin, Denys, Zadrozny, Bianca, Szwarcman, Daniela, Gomes, Carlos, Nyirjesy, Gabby, Edwards, Blair, Kimura, Daiki, Simumba, Naomi, Chu, Linsong, Mukkavilli, S. Karthik, Lambhate, Devyani, Das, Kamal, Bangalore, Ranjini, Oliveira, Dario, Muszynski, Michal, Ankur, Kumar, Ramasubramanian, Muthukumaran, Gurung, Iksha, Khallaghi, Sam, Hanxi, Li, Cecil, Michael, Ahmadi, Maryam, Kordi, Fatemeh, Alemohammad, Hamed, Maskey, Manil, Ganti, Raghu, Weldemariam, Kommy, Ramachandran, Rahul
Year of Publication 28.10.2023
Year of Publication 28.10.2023
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Journal Article
Class-Imbalanced Graph Learning without Class Rebalancing
Liu, Zhining, Qiu, Ruizhong, Zeng, Zhichen, Yoo, Hyunsik, Zhou, David, Xu, Zhe, Zhu, Yada, Weldemariam, Kommy, He, Jingrui, Tong, Hanghang
Published in arXiv.org (19.05.2024)
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Published in arXiv.org (19.05.2024)
Paper
Climate Impact Modelling Framework
Edwards, Blair, Fraccaro, Paolo, Stoyanov, Nikola, Bore, Nelson, Kuehnert, Julian, Weldemariam, Kommy, Jones, Anne
Published in arXiv.org (27.09.2022)
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Published in arXiv.org (27.09.2022)
Paper
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
S Karthik Mukkavilli, Daniel Salles Civitarese, Schmude, Johannes, Jakubik, Johannes, Jones, Anne, Nguyen, Nam, Phillips, Christopher, Roy, Sujit, Singh, Shraddha, Watson, Campbell, Ganti, Raghu, Hamann, Hendrik, Nair, Udaysankar, Ramachandran, Rahul, Weldemariam, Kommy
Published in arXiv.org (20.09.2023)
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Published in arXiv.org (20.09.2023)
Paper
Foundation Models for Generalist Geospatial Artificial Intelligence
Jakubik, Johannes, Roy, Sujit, Phillips, C E, Fraccaro, Paolo, Godwin, Denys, Zadrozny, Bianca, Szwarcman, Daniela, Gomes, Carlos, Nyirjesy, Gabby, Edwards, Blair, Kimura, Daiki, Simumba, Naomi, Chu, Linsong, S Karthik Mukkavilli, Lambhate, Devyani, Das, Kamal, Bangalore, Ranjini, Oliveira, Dario, Muszynski, Michal, Kumar, Ankur, Ramasubramanian, Muthukumaran, Gurung, Iksha, Khallaghi, Sam, Hanxi, Li, Cecil, Michael, Ahmadi, Maryam, Kordi, Fatemeh, Alemohammad, Hamed, Maskey, Manil, Ganti, Raghu, Weldemariam, Kommy, Ramachandran, Rahul
Published in arXiv.org (08.11.2023)
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Published in arXiv.org (08.11.2023)
Paper