Adjusting a torsional vibration damper model with physics-informed neural networks
Yucesan, Yigit A., Viana, Felipe A.C., Manin, Lionel, Mahfoud, Jarir
Published in Mechanical systems and signal processing (01.06.2021)
Published in Mechanical systems and signal processing (01.06.2021)
Get full text
Journal Article
Uncertainty aware anomaly detection to predict errant beam pulses in the Oak Ridge Spallation Neutron Source accelerator
Blokland, Willem, Rajput, Kishansingh, Schram, Malachi, Jeske, Torri, Ramuhalli, Pradeep, Peters, Charles, Yucesan, Yigit, Zhukov, Alexander
Published in Physical review. Accelerators and beams (01.12.2022)
Published in Physical review. Accelerators and beams (01.12.2022)
Get full text
Journal Article
A Physics-informed Neural Network for Wind Turbine Main Bearing Fatigue
Yucesan, Yigit A., Viana, Felipe A. C.
Published in International journal of prognostics and health management (01.01.2020)
Published in International journal of prognostics and health management (01.01.2020)
Get full text
Journal Article
Errant Beam Detection Using the AMD Versal ACAP and Vitis AI
Cabrera, Anthony M, Yucesan, Yigit A, Liu, Frank Y, Blokland, Willem, Vetter, Jeffrey S
Published in 2023 IEEE High Performance Extreme Computing Conference (HPEC) (25.09.2023)
Published in 2023 IEEE High Performance Extreme Computing Conference (HPEC) (25.09.2023)
Get full text
Conference Proceeding
Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator
Blokland, Willem, Ramuhalli, Pradeep, Peters, Charles, Yigit Yucesan, Zhukov, Alexander, Schram, Malachi, Rajput, Kishansingh, Jeske, Torri
Published in arXiv.org (22.10.2021)
Published in arXiv.org (22.10.2021)
Get full text
Paper
Journal Article
A survey of modeling for prognosis and health management of industrial equipment
Yucesan, Yigit A., Dourado, Arinan, Viana, Felipe A.C.
Published in Advanced engineering informatics (01.10.2021)
Published in Advanced engineering informatics (01.10.2021)
Get full text
Journal Article
A machine learning approach for particle accelerator errant beam prediction using spatial phase deviation
Yucesan, Yigit A., Blokland, Willem, Ramuhalli, Pradeep, Zhukov, Alexander, Peters, Charles, Brown, David, Long, Cary
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01.06.2024)
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01.06.2024)
Get full text
Journal Article