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cs.LG2023
Machine Fault Classification using Hamiltonian Neural Networks
Jeremy Shen, Jawad Chowdhury, Sourav Banerjee +1
A new approach is introduced to classify faults in rotating machinery based on the total energy signature estimated from sensor measurements. The overall goal is to go beyond using…
cs.LG2023★ 1 cited
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS
Jawad Chowdhury, Rezaur Rashid, Gabriel Terejanu
Causal modeling provides us with powerful counterfactual reasoning and interventional mechanism to generate predictions and reason under various what-if scenarios. However, causal…