Sergio Cofre-Martel

According to our database, Sergio Cofre-Martel authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Physics-Informed Neural Network Framework for Big Machinery Data in Prognostics and Health Management for Complex Engineering Systems.

Sergio Cofre-Martel

PhD thesis, 2022

Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems.

Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres, Katrina M. Groth

Reliab. Eng. Syst. Saf., 2022

2021

Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management.

Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres

Sensors, 2021

2020

Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis.

Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres

CoRR, 2020