Research graph
References from 3D convolutional selective autoencoder for instability detection in combustion systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Combustion dynamics and instabilities: Elementary coupling and driving mechanisms
10.2514/2.6182 · 2003 · External reference
Flame dynamics and combustion noise: progress and challenges
10.1260/147547209786234984 · 2009 · External reference
Unresolved reference
2012 · External reference
Acoustic analysis of gas turbine combustors
10.2514/2.6192 · 2003 · External reference
The calculation of thermoacoustic oscillations
10.1006/jsvi.1995.0100 · 1995 · External reference
A unified framework for nonlinear combustion instability analysis based on the flame describing function
10.1017/s0022112008003613 · 2008 · External reference
A time-domain network model for nonlinear thermoacoustic oscillations
10.1115/1.2981178 · 2009 · External reference
Coherent structuresreality and myth
10.1063/1.864048 · 1983 · External reference
Dynamic properties of combustion instability in a lean premixed gas-turbine combustor
10.1063/1.3563577 · 2011 · External reference
Characterization and detection of thermoacoustic combustion oscillations based on statistical complexity and complex-network theory
10.1103/physreve.97.022223 · 2018 · External reference
Multifractality in combustion noise: predicting an impending combustion instability
10.1017/jfm.2014.171 · 2014 · External reference
Dynamic characterization of a ducted inverse diffusion flame using recurrence analysis
10.1080/00102202.2017.1374952 · 2018 · External reference
Investigation of ducted inverse nonpremixed flame using dynamic systems approach
2016 · External reference
Experimental data-based reduced-order model for analysis and prediction of flame transition in gas turbine combustors
10.1080/13647830.2019.1602286 · 2019 · External reference
Early detection of combustion instability from hi-speed flame images via deep learning and symbolic time series analysis
2015 · External reference
Early detection of combustion instability by neural-symbolic analysis on hi-speed video.
2015 · External reference
Study on the flame development patterns and flame speeds from homogeneous charge to stratified charge by fueling n-heptane in an optical engine
10.1016/j.combustflame.2018.10.027 · 2019 · External reference
Investigation of rotational symmetry in vortex-driven acoustic oscillations in a laboratory-scale swirl combustor
10.1615/jflowvisimageproc.2018025857 · 2019 · External reference
The proper orthogonal decomposition in the analysis of turbulent flows
10.1146/annurev.fl.25.010193.002543 · 1993 · External reference
Unresolved reference
External reference
Unresolved reference
2006 · External reference
Dynamic mode decomposition of numerical and experimental data
10.1017/s0022112010001217 · 2010 · External reference
Detection and analysis of combustion instability from hi-speed flame images using dynamic mode decomposition
2016 · External reference
Generalization of turbulent swirl flame transfer functions in gas turbine combustors
10.1080/00102202.2012.752734 · 2013 · External reference
Modeling of premixed swirling flames transfer functions
10.1016/j.proci.2010.06.059 · 2011 · External reference
Flame transfer function saturation mechanisms in a swirl-stabilized combustor
10.1016/j.proci.2006.07.138 · 2007 · External reference
Characterization of acoustically forced swirl flame dynamics
10.1016/j.proci.2008.05.037 · 2009 · External reference
Nonlinear combustion instability analysis based on the flame describing function applied to turbulent premixed swirling flames
10.1016/j.combustflame.2011.02.012 · 2011 · External reference
Nonlinear instability analysis for partially premixed swirl flames
10.1080/00102202.2013.876420 · 2014 · External reference
Prediction of combustion instability limit cycle oscillations by combining flame describing function simulations with a thermoacoustic network model
10.1016/j.combustflame.2015.06.020 · 2015 · External reference
Using machine learning to construct velocity fields from oh-plif images
2019 · External reference
Unresolved reference
External reference
10.1016/j.egyai.2020.100033 · 2020 · Admitted local publication
Early detection of thermoacoustic combustion instability using a methodology combining complex networks and machine learning
10.1103/physrevapplied.11.064034 · 2019 · External reference
10.31224/osf.io/ysgp4
10.31224/osf.io/ysgp4 · External reference
Reynolds averaged turbulence modelling using deep neural networks with embedded invariance
10.1017/jfm.2016.615 · 2016 · External reference
Deep learning for presumed probability density function models
10.1016/j.combustflame.2019.07.015 · 2019 · External reference
Nonlinear mode decomposition with convolutional neural networks for fluid dynamics
10.1017/jfm.2019.822 · 2020 · External reference
A cnn-based vortex identification method
10.1007/s12650-018-0523-1 · 2019 · External reference
A deep learning enabler for nonintrusive reduced order modeling of fluid flows
10.1063/1.5113494 · 2019 · External reference
Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations
10.1126/science.aaw4741 · 2020 · External reference
Deep learning in fluid dynamics
10.1017/jfm.2016.803 · 2017 · External reference
Assessment of supervised machine learning methods for fluid flows
2020 · External reference
Characterizing combustion instability using deep convolutional neural network
2018 · External reference
Unresolved reference
External reference
Deep learning algorithms for detecting combustion instabilities
2020 · External reference
Prognostics of combustion instabilities from hi-speed flame video using a deep convolutional selective autoencoder
2016 · External reference
Combustion stability monitoring through flame imaging and stacked sparse autoencoder based deep neural network
10.1016/j.apenergy.2019.114159 · 2020 · External reference
On information and sufficiency
10.1214/aoms/1177729694 · 1951 · External reference
Llnet: A deep autoencoder approach to natural low-light image enhancement
10.1016/j.patcog.2016.06.008 · 2017 · External reference
Variational autoencoder for deep learning of images, labels and captions
2016 · External reference
Deep sparse rectifier neural networks
2011 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
An explainable framework using deep attention models for sequential data in combustion systems
2019 · External reference
Unresolved reference
1996 · External reference
Thermo-acoustic instabilities in lean premixed swirl-stabilized combustion and their link to acoustically coupled and decoupled flame macrostructures
10.1016/j.proci.2014.07.002 · 2015 · External reference
Investigation of intermittent oscillations in a premixed dump combustor using time-resolved particle image velocimetry
10.1016/j.combustflame.2016.06.018 · 2016 · External reference
Dynamic data-driven prediction of instability in a swirl-stabilized combustor
10.1177/1756827716642091 · 2016 · External reference
Effects of annular n2/o2 and co2/o2 jets on combustion instabilities and nox emissions in lean-premixed methane flames
10.1016/j.fuel.2019.116709 · 2020 · External reference
Effect of a preprocessing method on the inversion of oh* chemiluminescence images acquired for visualizing sng swirl-stabilized flame structure
10.15231/jksc.2015.20.1.024 · 2015 · External reference
