S. Karthik Mukkavilli
Scholar

S. Karthik Mukkavilli

Google Scholar ID: DKFiD7cAAAAJ
Group Head of AI at Mercuria | Adjunct Professor at Korea Advanced Institute of Science & Technology
deep learningscientific machine learningcomplex systemsEarth and Energyautonomous systems
Citations & Impact
All-time
Citations
3,025
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
36
list available
Resume (English only)
Academic Achievements
  • Research cited 3100+ times; published in Nature Machine Intelligence, AGU Earth’s Future, ACM Computing Surveys, Nature Reviews Bioengineering, IEEE Big Data, Atmospheric Research, and American Meteorological Society journals.
  • Work featured in MIT Technology Review.
  • Contributing research co-author of the New York Times Bestseller 'Drawdown' edited by Paul Hawken.
  • Co-founded and chaired AI for Earth Sciences workshops at NeurIPS and ICLR; co-chaired AI committee sessions at the American Meteorological Society.
  • Recipient of IBM Outstanding and A-level Accomplishment awards.
Research Experience
  • Former researcher at IBM Research – Zurich, advancing generative AI-driven geospatial and climate innovations; work integrated into IBM Watsonx and open-source Granite models (300M+ parameters).
  • Postdoctoral training with Turing Laureate Yoshua Bengio at Mila and roboticist Greg Dudek at McGill University.
  • ML Project Scientist on U.S. Department of Energy exascale computing initiatives; Invited Visiting Postdoc AI Scholar at Berkeley Lab.
  • Co-founded VC-backed climate AI startup Vayuh; advised a health-tech startup later acquired by LifeSpeak.
  • Served as advisor to the McConnell Foundation and senior reviewer for the Keeling Curve Prize.