Karthik Kashinath

ClimateNet: an expert-labelled open dataset and Deep Learning architecture for enabling high-precision analyses of extreme weather

Sol Kim, Prabhat, Thorsten Kurth, 2020 .

Tracking and Predicting Extreme Climate Events

Sookyung Kim, Samira Ebrahimi Kahou, Karthik Kashinath, 2018 .

Deep spatial transformers for autoregressive data-driven forecasting of geophysical turbulence

Ashesh Chattopadhyay, Pedram Hassanzadeh, Karthik Kashinath, 2020, CI.

Towards sub-grid scale parameterizations using a super-resolution generative adversarial network

Karthik Kashinath, 2020 .

Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets

Prabhat, Vitaliy Kurlin, Grzegorz Muszynski, 2019, Geoscientific Model Development.