S. Karthik Mukkavilli

Tackling Climate Change with Machine Learning

David Rolnick, Priya L. Donti, Lynn H. Kaack et al. · ACM Computing Surveys · 2022 · 193 citations · Full text

Computing, Computer Science, Data Science +13

Foundation Models for Generalist Geospatial Artificial Intelligence

Johannes Jakubik, Sujit Roy, Chris Phillips et al. · SSRN Electronic Journal · 2024 · 97 citations · Full text

Computing, Earth Sciences, Geoinformatics +16

Assessment of atmospheric aerosols from two reanalysis products over Australia

S. Karthik Mukkavilli, Abhnil Prasad, Robert A. Taylor et al. · Atmospheric Research · 2018 · 72 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +14

Model-based reinforcement learning for ultrasound-driven autonomous microrobots

Mahmoud Medany, Lorenzo Piglia, Liam Achenbach et al. · Nature Machine Intelligence · 2025 · 27 citations · Full text

Engineering, Autonomous Systems, Computer Science +17

Wealth Over Woe: Global Biases in Hydro‐Hazard Research

Lina Stein, S. Karthik Mukkavilli, Birgit M. Pfitzmann et al. · Earth s Future · 2024 · 20 citations · Full text

Social Sciences, Earth Sciences, Geography +14