Kashinath, Karthik

FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Pathak, J., Subramanian, S., Harrington, P., Raja, S., Chattopadhyay, A., Mardani, M., Kurth, T., Hall, D., Li, Z., Azizzadenesheli, K., et al. (2022) · arXiv

Meteorological Phenomena and SimulationsModel Reduction and Neural Networks

Cited by 1,547

FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators

Kurth, T., Subramanian, S., Harrington, P., Pathak, J., Mardani, M., Hall, D., Miele, A., Kashinath, K., & Anandkumar, A. (2023) · Proceedings of the Platform for Advanced Scientific Computing Conference

Model Reduction and Neural NetworksMeteorological Phenomena and Simulations

Cited by 268

Testing the reliability of interpretable neural networks in geoscience using the Madden–Julian oscillation

Toms, B. A., Kashinath, K., Prabhat, & Yang, D. (2021) · Geoscientific Model Development

Explainable Artificial Intelligence (XAI)Meteorological Phenomena and Simulations

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