Search Results for author: Anthony Zhou

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.

Weather Forecasting

Masked Autoencoders are PDE Learners

no code implementations26 Mar 2024 Anthony Zhou, Amir Barati Farimani

We hope that masked pretraining can emerge as a unifying method across large, unlabeled, and heterogeneous datasets to learn latent physics at scale.

Self-Supervised Learning

FaultFormer: Pretraining Transformers for Adaptable Bearing Fault Classification

1 code implementation4 Dec 2023 Anthony Zhou, Amir Barati Farimani

In this work, we present pretraining and fine-tuning frameworks for identifying bearing faults based on transformer models.

Classification Data Augmentation

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