88 citations · 126 across the 18 of their papers we have counts for
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Active Foundational Models for Fault Diagnosis of Electrical Motors
Sriram Anbalagan, Sai Shashank GP, Deepesh Agarwal +2
Fault detection and diagnosis of electrical motors are of utmost importance in ensuring the safe and reliable operation of several industrial systems. Detection and diagnosis of fa…
Foundational Models for Fault Diagnosis of Electrical Motors
Sriram Anbalagan, Deepesh Agarwal, Balasubramaniam Natarajan +1
A majority of recent advancements related to the fault diagnosis of electrical motors are based on the assumption that training and testing data are drawn from the same distributio…
Knowledge-Driven Semantic Communication Enabled by the Geometry of Meaning
Dylan Wheeler, Balasubramaniam Natarajan
As our world grows increasingly connected and new technologies arise, global demands for data traffic continue to rise exponentially. Limited by the fundamental results of informat…
A General Framework for Uncertainty Quantification via Neural SDE-RNN
Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan
Uncertainty quantification is a critical yet unsolved challenge for deep learning, especially for the time series imputation with irregularly sampled measurements. To tackle this p…