Search Results for author: Saurabh Patil

Found 3 papers, 1 papers with code

CaFA: Global Weather Forecasting with Factorized Attention on Sphere

no code implementations12 May 2024 Zijie Li, Anthony Zhou, Saurabh Patil, Amir Barati Farimani

Accurate weather forecasting is crucial in various sectors, impacting decision-making processes and societal events.

Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations

no code implementations27 Feb 2024 Zijie Li, Saurabh Patil, Francis Ogoke, Dule Shu, Wilson Zhen, Michael Schneier, John R. Buchanan, Jr., Amir Barati Farimani

Neural networks have shown promising potential in accelerating the numerical simulation of systems governed by partial differential equations (PDEs).

Hyena Neural Operator for Partial Differential Equations

1 code implementation28 Jun 2023 Saurabh Patil, Zijie Li, Amir Barati Farimani

The Hyena operator is an operation that enjoys sub-quadratic complexity and state space model to parameterize long convolution that enjoys a global receptive field.

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