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Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere

B. Bonev, T. Kurth, C. Hundt, J. Pathak, M. Baust, K. Kashinath, и A. Anandkumar. (2023)

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Kashinath Basu

Karthik Arumugam

Karthik Gururaj

Karthik Narasimhan

Karthik Baddam

Другие публикации лиц с тем же именем

FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators.T. Kurth, S. Subramanian, P. Harrington, J. Pathak, M. Mardani, D. Hall, A. Miele, K. Kashinath, и A. Anandkumar. CoRR, (2022)FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.J. Pathak, S. Subramanian, P. Harrington, S. Raja, A. Chattopadhyay, M. Mardani, T. Kurth, D. Hall, Z. Li, K. Azizzadenesheli и 3 other автор(ы). CoRR, (2022)FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators.T. Kurth, S. Subramanian, P. Harrington, J. Pathak, M. Mardani, D. Hall, A. Miele, K. Kashinath, и A. Anandkumar. PASC, стр. 13:1-13:11. ACM, (2023)Towards Unsupervised Segmentation of Extreme Weather Events.A. Rupe, K. Kashinath, N. Kumar, V. Lee, Prabhat, и J. Crutchfield. CoRR, (2019)Generative Residual Diffusion Modeling for Km-scale Atmospheric Downscaling.M. Mardani, N. Brenowitz, Y. Cohen, J. Pathak, C. Chen, C. Liu, A. Vahdat, K. Kashinath, J. Kautz, и M. Pritchard. CoRR, (2023)Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere.B. Bonev, T. Kurth, C. Hundt, J. Pathak, M. Baust, K. Kashinath, и A. Anandkumar. ICML, том 202 из Proceedings of Machine Learning Research, стр. 2806-2823. PMLR, (2023)Spherical CNNs on Unstructured Grids.C. Jiang, J. Huang, K. Kashinath, Prabhat, P. Marcus, и M. Nießner. ICLR (Poster), OpenReview.net, (2019)Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems.J. Wu, K. Kashinath, A. Albert, D. Chirila, Prabhat, и H. Xiao. J. Comput. Phys., (2020)Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events.S. Kim, H. Kim, J. Lee, S. Yoon, S. Kahou, K. Kashinath, и Prabhat. WACV, стр. 1761-1769. IEEE, (2019)Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations.J. Pathak, M. Mustafa, K. Kashinath, E. Motheau, T. Kurth, и M. Day. CoRR, (2020)

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Please choose a person to relate this publication to

Kashinath Basu

Karthik Arumugam

Karthik Gururaj

Karthik Narasimhan

Karthik Baddam

Другие публикации лиц с тем же именем

Disambiguation