| Early detection of thermoacoustic instabilities using hidden markov models S Mondal, NF Ghalyan, A Ray, A Mukhopadhyay Combustion Science and Technology, 2018 | 40 | 2018 |
| Symbolic time series analysis for anomaly detection in measure-invariant ergodic systems NF Ghalyan, A Ray Journal of Dynamic Systems, Measurement, and Control 142 (6), 061003, 2020 | 23 | 2020 |
| A locally optimal algorithm for estimating a generating partition from an observed time series and its application to anomaly detection NF Ghalyan, DJ Miller, A Ray Neural computation 30 (9), 2500-2529, 2018 | 17 | 2018 |
| Hidden Markov modeling-based decision-making using short-length sensor time series NF Ghalyan, S Mondal, DJ Miller, A Ray Journal of Dynamic Systems, Measurement, and Control 141 (10), 104502, 2019 | 13 | 2019 |
| Robust adaptive control of spacecraft attitude systems with unknown dead zones of unknown bounds NF Jasim, IF Jasim Proceedings of the Institution of Mechanical Engineers, Part I: Journal of …, 2012 | 12 | 2012 |
| Measure invariance of ergodic symbolic systems for low-delay detection of anomalous events NF Ghalyan, A Ray Mechanical Systems and Signal Processing 159, 107746, 2021 | 11 | 2021 |
| HMM conditional-likelihood based change detection with strict delay tolerance DJ Miller, NF Ghalyan, S Mondal, A Ray Mechanical Systems and Signal Processing 147, 107109, 2021 | 10 | 2021 |
| Modeling of microscope images for early detection of fatigue cracks in structural materials NF Ghalyan, IF Ghalyan, A Ray The International Journal of Advanced Manufacturing Technology 104, 3899-3913, 2019 | 9 | 2019 |
| Optimal Window-Symbolic Time Series Analysis for Pattern Classification and Anomaly Detection IF Ghalyan, NF Ghalyan, A Ray IEEE Transactions on Industrial Informatics 18 (4), 2614-2621, 2021 | 8 | 2021 |
| Robust control design for spacecraft attitude systems with unknown dead zone NF Jasim, IF Jasim 2011 IEEE international conference on control system, computing and …, 2011 | 4 | 2011 |
| Adaptive sliding mode control design for a class of nonlinear systems with unknown dead zone of unknown bounds IF Jasim, NF Jasim 2010 1st International Conference on Energy, Power and Control (EPC-IQ), 7-11, 2010 | 4 | 2010 |
| Real-Time Monitoring and Diagnostics of Anomalous Behavior in Dynamical Systems S Mondal, C Bhattacharya, NF Ghalyan, A Ray Dynamics and Control of Energy Systems, 301-327, 2020 | 3 | 2020 |
| Sequential Machine Learning for Decision-Making in Mechanical Systems NFJ Ghalyan The Pennsylvania State University, 2019 | 3 | 2019 |
| DeepClean: Machine Unlearning on the Cheap by Resetting Privacy Sensitive Weights using the Fisher Diagonal J Shi, N Ghalyan, K Gourgoulias, J Buford, S Moran arXiv preprint arXiv:2311.10448, 2023 | 2 | 2023 |
| Observability and Distinguishability Properties and Stability of Arbitrarily Fast Switched Systems NF Jasim Journal of Dynamic Systems, Measurement, and Control 135 (5), 051011, 2013 | 2 | 2013 |
| Robust adaptive control of a robotic manipulator with unknown dead zone and friction torques IF Jasim, NF Jasim WASET Int. Conf. Comp., Elect., Syst. Science, and Eng., 1068-1075, 2010 | 2 | 2010 |
| Spectral invariants of ergodic symbolic systems for pattern recognition and anomaly detection NF Ghalyan, C Bhattacharya, IF Ghalyan, A Ray Philosophical Transactions of the Royal Society A 380 (2229), 20210196, 2022 | 1 | 2022 |
| Control system design for fuel to air ratio in an internal combustion engine with unknown time-delay and fuel fraction impinging manifold's wall AIH Al-zughaibi, NF Jasim 2016 International Conference for Students on Applied Engineering (ICSAE …, 2016 | 1 | 2016 |
| Modeling and control of fuel to air ratio in an internal combustion engine with unknown evaporation time and fuel fraction impinging manifold's wall AI Hassan, HJ Kurji, NF Jasim Journal of Babylon University/Engineering Sciences 21, 122-131, 2013 | 1 | 2013 |
| Pitch angle regulation of floating wind turbines with dynamic uncertainty and external disturbances NF Jasim 2010 1st International Conference on Energy, Power and Control (EPC-IQ), 245-249, 2010 | 1 | 2010 |
Asok RayDistinguished Professor of Mechanical Engineering and MathematicsVerified email at psu.edu
