Rahul Ramachandran
- Foundation Models for Generalist Geospatial Artificial Intelligence
2023/10/28 by Johannes Jakubik, Jakubik, Johannes, Sujit Roy +58 · 33 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)
- Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications
2024/12/03 by Daniela Szwarcman, Szwarcman, Daniela, Sujit Roy +64 · 39 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #Advanced Computational Techniques and Applications #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis
- TerraMind: Large-Scale Generative Multimodality for Earth Observation
2025/04/15 by Johannes Jakubik, Jakubik, Johannes, Felix Yang +29 · 1 voice · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CV
- Prithvi WxC: Foundation Model for Weather and Climate
2024/09/20 by Johannes Schmude, Schmude, Johannes, Sujit Roy +63 · 1 voice · 7 citations
Earth and Planetary Sciences · #Geophysics and Gravity Measurements #cs.LG #physics.ao-ph
- AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
2023/09/19 by S. Karthik Mukkavilli, Daniel Civitarese, Mukkavilli, S. Karthik +27 · 3 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
- WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks
2024/12/03 by Rajat C. Shinde, Shinde, Rajat, C. Phillips +23 · 2 citations
Environmental Science · Earth and Planetary Sciences · #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations
- INDUS: Effective and Efficient Language Models for Scientific Applications
2024/05/17 by Bishwaranjan Bhattacharjee, Aashka Trivedi, Bhattacharjee, Bishwaranjan +63 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Challenges in Guardrailing Large Language Models for Science
2024/11/12 by Nishan Pantha, Muthukumaran Ramasubramanian, Pantha, Nishan +7 · 1 citation
Computer Science · Decision Sciences · #Topic Modeling #Scientific Computing and Data Management
- Surya: Foundation Model for Heliophysics
2025/08/18 by Sujit Roy, Roy, Sujit, Johannes Schmude +62 · 2 citations
Earth and Planetary Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Ionosphere and magnetosphere dynamics #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR) #Tropical and Extratropical Cyclones Research