Soumalya Sarkar

Target Detection and Classification Using Seismic and PIR Sensors

Xin Jin, Soumalya Sarkar, Asok Ray et al. · IEEE Sensors Journal · 2011 · 145 citations

Real-time Monitoring, Engineering, Ugs Systems +20

Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach

K. Krishna Reddy, Soumalya Sarkar, Vivek Venugopalan et al. · Annual Conference of the PHM Society · 2016 · 73 citations · Full text

Artificial Intelligence, Fault Diagnosis, Anomaly Detection +19

Dynamic data-driven prediction of instability in a swirl-stabilized combustor

Soumalya Sarkar, Satyanarayanan R. Chakravarthy, Vikram Ramanan et al. · International Journal of Spray and Combustion Dynamics · 2016 · 57 citations · Full text

Aeroacoustics, Combustion Instabilities, Nonlinear System Identification +10

Solving the pooling problem using generalized reduced gradient and successive linear programming algorithms

Leon S. Lasdon, Allan D. Waren, Soumalya Sarkar et al. · ACM SIGMAP Bulletin · 1979 · 54 citations · Full text

Mathematical Programming, Large-scale Global Optimization, Engineering +16

Deep Learning for Structural Health Monitoring: A Damage Characterization Application

Soumalya Sarkar, K. Krishna Reddy, Michael Giering et al. · Annual Conference of the PHM Society · 2016 · 53 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17