selected scholarly activity
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conferences
- Aerospace digital twins: examining applications of digital twin technology to unmanned aerial vehicles and satellites. Proceedings of SPIE - The International Society for Optical Engineering. 2024
- Generating synthetic data for data-driven solutions via a digital twin for condition monitoring in machine tools. Proceedings of SPIE - The International Society for Optical Engineering. 2024
- Nonlinear filtering using the double exponential transformation. Proceedings of SPIE - The International Society for Optical Engineering. 1305704-1305704-13. 2024
- Physics-informed neural networks for modeling hysteretic behavior in magnetorheological dampers. Proceedings of SPIE - The International Society for Optical Engineering. 2024
- Using estimation to optimize electric pump flow rates for spraying applications. Proceedings of SPIE - The International Society for Optical Engineering. 1305703-1305703-6. 2024
- Digital Twin Enabled Asset Management of Machine Tools. 2024 IEEE International Conference on Prognostics and Health Management, ICPHM 2024. 285-292. 2024
- Design Considerations for Building an IoT Enabled Digital Twin Machine Tool Sub-System. 2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings). 1-5. 2023
- IIoDT: Industrial Internet of Digital Twins for Hierarchical Asset Management in Manufacturing. 2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings). 1-5. 2023
- Generalizing the unscented Kalman filter for state estimation. Proceedings of SPIE - The International Society for Optical Engineering. 2023
- Experimental Setups for Linear Feed Drive Predictive Maintenance: A Review. 2023 IEEE International Conference on Prognostics and Health Management (ICPHM). 357-367. 2023
- Cognitive dynamic digital twin: Enhancements for digital twin platforms based on human cognition. Proceedings of SPIE - The International Society for Optical Engineering. 125220b-125220b-16. 2023
- Rapid parameter estimation and monitoring of CNC feed drive systems. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- Predictive Maintenance and Condition Monitoring in Machine Tools: An IoT Approach. 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS). 117-125. 2022
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journal articles
- Physics-informed machine learning: A comprehensive review on applications in anomaly detection and condition monitoring. Expert Systems With Applications. 255:124678-124678. 2024
- Preload Loss Detection in a Ball Screw System Using Interacting Models. IEEE Open Journal of Instrumentation and Measurement. 2:1-12. 2023
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preprints