• 6714 Citations
  • 36 h-Index
1976 …2019
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Research Output 1976 2019

Dynamic Data-Driven Combustor Design for Mitigation of Thermoacoustic Instabilities

Chattopadhyay, P., Mondal, S., Ray, A. & Mukhopadhyay, A., Jan 1 2019, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 141, 1, 014501.

Research output: Contribution to journalArticle

Thermoacoustics
combustion chambers
Combustors
System stability
pressure oscillations
Time series analysis
decision making
Time series
time series analysis
Decision making

Improving the capability of detecting joints and fractures in rock mass from roof bolt drilling data by using wavelet analysis

Liu, W., Saab, S. S., Rostami, J. & Ray, A., Jan 1 2019, In : International Journal of Oil, Gas and Coal Technology. 20, 1, p. 97-112 16 p.

Research output: Contribution to journalArticle

Wavelet analysis
Bolts
Roofs
Drilling
Rocks

Sequential hypothesis tests for streaming data via symbolic time-series analysis

Virani, N., Jha, D. K., Ray, A. & Phoha, S., May 1 2019, In : Engineering Applications of Artificial Intelligence. 81, p. 234-246 13 p.

Research output: Contribution to journalArticle

Time series analysis
Time series
Dynamical systems
Statistics
Testing

State-space representations of deep neural networks

Hauser, M., Gunn, S., Saab, S. & Ray, A., Mar 1 2019, In : Neural Computation. 31, 3, p. 538-554 17 p.

Research output: Contribution to journalArticle

Neural Networks
Equations
Layer
Simulation
Letters