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cs.LG2021★ 1 cited
Cross-Modal Virtual Sensing for Combustion Instability Monitoring
Tryambak Gangopadhyay, Vikram Ramanan, Satyanarayanan R Chakravarthy +1
In many cyber-physical systems, imaging can be an important but expensive or 'difficult to deploy' sensing modality. One such example is detecting combustion instability using flam…
cs.LG2021
3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems
Tryambak Gangopadhyay, Vikram Ramanan, Adedotun Akintayo +4
While analytical solutions of critical (phase) transitions in physical systems are abundant for simple nonlinear systems, such analysis remains intractable for real-life dynamical…