Karthik Kashinath

Karthik Kashinath is a principal engineer and scientist in HPC+AI in Developer Technologies. He co-leads the NVIDIA Earth-2 Initiative. His work uses machine learning to emulate high-resolution weather and climate data, build digital twins, and provide actionable climate information. Karthik holds engineering degrees from IIT Madras (B.Tech), Stanford University (M.S.), and the University of Cambridge (Ph.D.).
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Posts by Karthik Kashinath

Simulation / Modeling / Design Nov 10, 2025

Gen AI Super-Resolution Accelerates Weather Prediction with Scalable, Low-Compute Models

As AI weather and climate prediction models rapidly gain adoption, the NVIDIA Earth-2 platform provides libraries and tools for accelerating solutions using a... 12 MIN READ
Data Science Mar 26, 2025

Spotlight: Tomorrow.io Transforms Global Weather Resilience with NVIDIA AI

From hyperlocal forecasts that guide daily operations to planet-scale models illuminating new climate insights, the world is entering a new frontier in weather... 8 MIN READ
Simulation / Modeling / Design Jul 27, 2023

Modeling Earth’s Atmosphere with Spherical Fourier Neural Operators

Machine learning-based weather prediction has emerged as a promising complement to traditional numerical weather prediction (NWP) models. Models such as NVIDIA... 8 MIN READ