| Target detection and classification using seismic and PIR sensors X Jin, S Sarkar, A Ray, S Gupta, T Damarla IEEE sensors journal 12 (6), 1709-1718, 2011 | 194 | 2011 |
| Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach KK Reddy, S Sarkar, V Venugopalan, M Giering Annual Conference of the Prognostics and Health Management Management Society, 2016 | 103 | 2016 |
| Dynamic data-driven prediction of instability in a swirl-stabilized combustor S Sarkar, SR Chakravarthy, V Ramanan, A Ray International Journal of Spray and Combustion Dynamics 8 (4), 235-253, 2016 | 81 | 2016 |
| Performance comparison of feature extraction algorithms for target detection and classification S Bahrampour, A Ray, S Sarkar, T Damarla, NM Nasrabadi Pattern Recognition Letters 34 (16), 2126-2134, 2013 | 79 | 2013 |
| Deep Learning for Structural Health Monitoring: A Damage Characterization Application S Sarkar, KK Reddy, M Giering, M Gurvich Annual Conference of the Prognostics and Health Management Management Society, 2016 | 75 | 2016 |
| Early detection of combustion instability from hi-speed flame images via deep learning and symbolic time series analysis S Sarkar, KG Lore, S Sarkar, V Ramanan, SR Chakravarthy, S Phoha, ... Annual Conference of the PHM Society 7 (1), 2015 | 75 | 2015 |
| Multifidelity and multiscale Bayesian framework for high-dimensional engineering design and calibration S Sarkar, S Mondal, M Joly, ME Lynch, SD Bopardikar, R Acharya, ... Journal of Mechanical Design 141 (12), 121001, 2019 | 71 | 2019 |
| Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video. S Sarkar, KG Lore, S Sarkar CoCo@ NIPS, 2015 | 54 | 2015 |
| Prognostics of combustion instabilities from hi-speed flame video using a deep convolutional selective autoencoder A Akintayo, KG Lore, S Sarkar, S Sarkar International Journal of Prognostics and Health Management 7 (4), 2016 | 53 | 2016 |
| Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes S Sarkar, S Sarkar, N Virani, A Ray, M Yasar Frontiers in Robotics and AI 1, 16, 2014 | 52 | 2014 |
| Multi-sensor information fusion for fault detection in aircraft gas turbine engines S Sarkar, S Sarkar, K Mukherjee, A Ray, A Srivastav Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2013 | 46 | 2013 |
| Machine learning enabled adaptive optimization of a transonic compressor rotor with precompression M Joly, S Sarkar, D Mehta Journal of Turbomachinery 141 (5), 051011, 2019 | 45 | 2019 |
| 3D convolutional selective autoencoder for instability detection in combustion systems T Gangopadhyay, V Ramanan, A Akintayo, PK Boor, S Sarkar, ... Energy and AI 4, 100067, 2021 | 41 | 2021 |
| Machine learning to aid tuning of numerical parameters in topology optimization ME Lynch, S Sarkar, K Maute Journal of Mechanical Design 141 (11), 114502, 2019 | 39 | 2019 |
| Anomaly detection in flight recorder data: A dynamic data-driven approach S Das, S Sarkar, A Ray, A Srivastava, DL Simon 2013 American Control Conference, 2668-2673, 2013 | 38 | 2013 |
| Symbolic dynamic analysis of transient time series for fault detection in gas turbine engines S Sarkar, K Mukherjee, S Sarkar, A Ray Journal of Dynamic Systems, Measurement, and Control 135 (1), 014506, 2013 | 38 | 2013 |
| Dynamic data-driven prediction of lean blowout in a swirl-stabilized combustor S Sarkar, A Ray, A Mukhopadhyay, S Sen International Journal of Spray and Combustion Dynamics 7 (3), 209-241, 2015 | 37 | 2015 |
| Wearable EEG-based activity recognition in PHM-related service environment via deep learning S Sarkar, K Reddy, A Dorgan, C Fidopiastis, M Giering international Journal of Prognostics and Health Management 7 (4), 2016 | 33 | 2016 |
| Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification N Virani, S Marcks, S Sarkar, K Mukherjee, A Ray, S Phoha Procedia Computer Science 18, 2046-2055, 2013 | 27 | 2013 |
| Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video A Akintayo, KG Lore, S Sarkar, S Sarkar arXiv preprint arXiv:1603.07839, 2016 | 24 | 2016 |
Asok RayDistinguished Professor of Mechanical Engineering and MathematicsVerified email at psu.edu
