Mukkavilli, S. Karthik
- Tackling Climate Change with Machine Learning
2019/06/10 by David Rolnick, Priya L. Donti, Rolnick, David +41 · 15 voices · 21 citations
#cs.CY #cs.AI #cs.LG #stat.ML
- Foundation Models for Generalist Geospatial Artificial Intelligence
2023/10/28 by Johannes Jakubik, Jakubik, Johannes, Sujit Roy +58 · 27 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG)
- Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks
2019/05/02 by Victor Schmidt, Schmidt, Victor, Alexandra Luccioni +11 · 1 voice · 1 citation
#cs.CV #cs.AI
- AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
2023/09/19 by S. Karthik Mukkavilli, Mukkavilli, S. Karthik, Daniel Civitarese +27 · 2 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #68T01 #68T07 (Primary) #86A08 #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #I.2.0 #I.4.0 #J.2.5 #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- INDUS: Effective and Efficient Language Models for Scientific Applications
2024/05/17 by Bhattacharjee, Bishwaranjan, Trivedi, Aashka, Muraoka, Masayasu +33 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)