Lifelines for a drowning science ‐ improving findability and synthesis of hydrologic publications
Stein, Lina, Mukkavilli, S. Karthik, Wagener, Thorsten
Published in Hydrological processes (01.11.2022)
Published in Hydrological processes (01.11.2022)
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Journal Article
Wealth Over Woe: Global Biases in Hydro‐Hazard Research
Stein, Lina, Mukkavilli, S. Karthik, Pfitzmann, Birgit M., Staar, Peter W. J., Ozturk, Ugur, Berrospi, Cesar, Brunschwiler, Thomas, Wagener, Thorsten
Published in Earth's future (01.10.2024)
Published in Earth's future (01.10.2024)
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Journal Article
AB2CD: AI for Building Climate Damage Classification and Detection
Nitsche, Maximilian, Mukkavilli, S. Karthik, Kühl, Niklas, Brunschwiler, Thomas
Year of Publication 02.09.2023
Year of Publication 02.09.2023
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Journal Article
TensorBank: Tensor Lakehouse for Foundation Model Training
Kienzler, Romeo, Tizzei, Leonardo Pondian, Blumenstiel, Benedikt, Nagy, Zoltan Arnold, Mukkavilli, S. Karthik, Schmude, Johannes, Freitag, Marcus, Behrendt, Michael, Civitarese, Daniel Salles, Simumba, Naomi, Kimura, Daiki, Hamann, Hendrik
Year of Publication 05.09.2023
Year of Publication 05.09.2023
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Journal Article
AB2CD: AI for Building Climate Damage Classification and Detection
Nitsche, Maximilian, S Karthik Mukkavilli, Kühl, Niklas, Brunschwiler, Thomas
Published in arXiv.org (03.09.2023)
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Published in arXiv.org (03.09.2023)
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
INDUS: Effective and Efficient Language Models for Scientific Applications
Bhattacharjee, Bishwaranjan, Trivedi, Aashka, Muraoka, Masayasu, Ramasubramanian, Muthukumaran, Udagawa, Takuma, Gurung, Iksha, Zhang, Rong, Dandala, Bharath, Ramachandran, Rahul, Maskey, Manil, Bugbee, Kaylin, Little, Mike, Fancher, Elizabeth, Sanders, Lauren, Costes, Sylvain, Blanco-Cuaresma, Sergi, Lockhart, Kelly, Allen, Thomas, Grezes, Felix, Ansdell, Megan, Accomazzi, Alberto, El-Kurdi, Yousef, Wertheimer, Davis, Pfitzmann, Birgit, Ramis, Cesar Berrospi, Dolfi, Michele, de Lima, Rafael Teixeira, Vagenas, Panagiotis, Mukkavilli, S. Karthik, Staar, Peter, Vahidinia, Sanaz, McGranaghan, Ryan, Mehrabian, Armin, Lee, Tsendgar
Year of Publication 17.05.2024
Year of Publication 17.05.2024
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Journal Article
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
Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks
Schmidt, Victor, Luccioni, Alexandra, Mukkavilli, S. Karthik, Balasooriya, Narmada, Sankaran, Kris, Chayes, Jennifer, Bengio, Yoshua
Year of Publication 02.05.2019
Year of Publication 02.05.2019
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Journal Article
TensorBank: Tensor Lakehouse for Foundation Model Training
Kienzler, Romeo, Tizzei, Leonardo Pondian, Blumenstiel, Benedikt, Zoltan Arnold Nagy, S Karthik Mukkavilli, Schmude, Johannes, Freitag, Marcus, Behrendt, Michael, Daniel Salles Civitarese, Simumba, Naomi, Kimura, Daiki, Hamann, Hendrik
Published in arXiv.org (21.03.2024)
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Published in arXiv.org (21.03.2024)
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
INDUS: Effective and Efficient Language Models for Scientific Applications
Bhattacharjee, Bishwaranjan, Trivedi, Aashka, Muraoka, Masayasu, Ramasubramanian, Muthukumaran, Udagawa, Takuma, Gurung, Iksha, Zhang, Rong, Dandala, Bharath, Ramachandran, Rahul, Maskey, Manil, Bugbee, Kaylin, Little, Mike, Fancher, Elizabeth, Sanders, Lauren, Costes, Sylvain, Blanco-Cuaresma, Sergi, Lockhart, Kelly, Allen, Thomas, Grezes, Felix, Ansdell, Megan, Accomazzi, Alberto, El-Kurdi, Yousef, Wertheimer, Davis, Pfitzmann, Birgit, Ramis, Cesar Berrospi, Dolfi, Michele, Teixeira de Lima, Rafael, Vagenas, Panagiotis, S Karthik Mukkavilli, Staar, Peter, Vahidinia, Sanaz, McGranaghan, Ryan, Mehrabian, Armin, Lee, Tsendgar
Published in arXiv.org (20.05.2024)
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Published in arXiv.org (20.05.2024)
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, 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)
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Tackling Climate Change with Machine Learning
Rolnick, David, Donti, Priya L, Kaack, Lynn H, Kochanski, Kelly, Lacoste, Alexandre, Sankaran, Kris, Ross, Andrew Slavin, Milojevic-Dupont, Nikola, Jaques, Natasha, Waldman-Brown, Anna, Luccioni, Alexandra, Maharaj, Tegan, Sherwin, Evan D, Mukkavilli, S. Karthik, Kording, Konrad P, Gomes, Carla, Ng, Andrew Y, Hassabis, Demis, Platt, John C, Creutzig, Felix, Chayes, Jennifer, Bengio, Yoshua
Year of Publication 10.06.2019
Year of Publication 10.06.2019
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Journal Article
Tackling Climate Change with Machine Learning
Rolnick, David, Donti, Priya L, Kaack, Lynn H, Kochanski, Kelly, Lacoste, Alexandre, Sankaran, Kris, Andrew Slavin Ross, Milojevic-Dupont, Nikola, Jaques, Natasha, Waldman-Brown, Anna, Luccioni, Alexandra, Maharaj, Tegan, Sherwin, Evan D, S Karthik Mukkavilli, Kording, Konrad P, Gomes, Carla, Ng, Andrew Y, Hassabis, Demis, Platt, John C, Creutzig, Felix, Chayes, Jennifer, Bengio, Yoshua
Published in arXiv.org (05.11.2019)
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Published in arXiv.org (05.11.2019)
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