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Career

· Researcher / Data Scientist, Stanford University

Publications (163)

Damage propagation modeling for aircraft engine run-to-failure simulation
International Conference on Prognostics and Health Management · 2008
1,529
cited
Prognostics in Battery Health Management
IEEE Instrumentation & Measurement Magazine · 2008
549
cited
Metrics for evaluating performance of prognostic techniques
International Conference on Prognostics and Health Management · 2008
519
cited
Metrics for Offline Evaluation of Prognostic Performance
International Journal of Prognostics and Health Management · 2021
251
cited
An Adaptive Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-ion Batteries
Annual Conference of the PHM Society · 2010
228
cited
Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
Applied Soft Computing · 2007
226
cited
Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications
IEEE Sensors Journal · 2009
184
cited
A diagnostic approach for electro-mechanical actuators in aerospace systems
IEEE Aerospace Conference · 2009
163
cited
Performance Benchmarking and Analysis of Prognostic Methods for CMAPSS Datasets
International Journal of Prognostics and Health Management · 2020
161
cited
On Applying the Prognostic Performance Metrics
2009
141
cited
- 1-A COMPARISON OF THREE DATA-DRIVEN TECHNIQUES FOR PROGNOSTICS
2008
130
cited
Prognostics of Power Mosfets Under Thermal Stress Accelerated Aging Using Data-Driven and Model-Based Methodologies
2011
124
cited
Evaluating algorithm performance metrics tailored for prognostics
IEEE Aerospace Conference · 2009
122
cited
In-situ fatigue life prognosis for composite laminates based on stiffness degradation
2015
118
cited
Prognostics approach for power MOSFET under thermal-stress aging
Proceedings. Annual Reliability and Maintainability Symposium · 2012
101
cited
A multi-feature integration method for fatigue crack detection and crack length estimation in riveted lap joints using Lamb waves
2013
96
cited
Towards Prognostics of Power MOSFETs: Accelerated Aging and Precursors of Failure
Annual Conference of the PHM Society · 2010
92
cited
A knowledge-based system approach for sensor fault modeling, detection and mitigation
Expert systems with applications · 2012
85
cited
A data-level fusion approach for degradation modeling and prognostic analysis under multiple failure modes
2018
77
cited
Prognostic Health-Management System Development for Electromechanical Actuators
Journal of Aerospace Information Systems · 2015
76
cited
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