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References from Transfer learning of deep neural networks for predicting thermoacoustic instabilities in combustion systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Improvement of the turn-down ratio of gas turbines by autothermal on board syngas generation
10.22261/d0hpa5 · 2017 · External reference
Laminar flame speed measurements and modeling of pure alkanes and alkane blends at elevated pressures
10.1115/1.4002809 · 2011 · External reference
Determination of the stability map of a premix burner based on flame transfer functions computed with transient CFD
2009 · External reference
Parametric investigation of thermoacoustic instability (TAI) in a Rijke tube: a time-delay perspective
10.1260/1756-8277.7.1.39 · 2015 · External reference
Unresolved reference
2003 · External reference
Thermoacoustic stability analysis of an annular combustion chamber with acoustic low order modeling and validation against experiment
2005 · External reference
Passive instability control by a heat exchanger in a combustor with nonuniform temperature
10.1177/1756827717695282 · 2017 · External reference
Deep learning in fluid dynamics
10.1017/jfm.2016.803 · 2017 · External reference
Machine learning for fluid mechanics
10.1146/annurev-fluid-010719-060214 · 2020 · External reference
Physics-informed machine learning: case studies for weather and climate modelling
10.1098/rsta.2020.0093 · 2021 · External reference
Data-driven predictions of a multiscale lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network
10.5194/npg-27-373-2020 · 2020 · External reference
How transferable are features in deep neural networks?
2014 · External reference
A survey on transfer learning
10.1109/tkde.2009.191 · 2009 · External reference
A comprehensive survey on transfer learning
2020 · External reference
Data-driven super-parameterization using deep learning: experimentation with multiscale lorenz 96 systems and transfer learning
10.1029/2020ms002084 · 2020 · External reference
Unresolved reference
External reference
Early detection of thermoacoustic instabilities using hidden Markov models
10.1080/00102202.2018.1523900 · 2019 · External reference
Response of partially premixed flames to acoustic velocity and equivalence ratio perturbations
10.1016/j.combustflame.2010.04.006 · 2010 · External reference
Feedback control of unstable thermoacoustic modes in an annular Rijke tube
10.1016/j.conengprac.2012.03.016 · 2012 · External reference
Influence of system parameters on the hysteresis characteristics of a horizontal Rijke tube
10.1260/1756-8277.6.3.293 · 2014 · External reference
Experimental sensitivity analysis and control of thermoacoustic systems
10.1017/jfm.2015.715 · 2016 · External reference
Stability, sensitivity and optimisation of chaotic acoustic oscillations
10.1017/jfm.2019.828 · 2020 · External reference
Suppression of thermo-acoustic instability using air injection in horizontal Rijke tube
10.1016/j.joei.2016.03.001 · 2017 · External reference
Tuned passive control of combustion instabilities using multiple Helmholtz resonators
10.1016/j.jsv.2008.09.006 · 2009 · External reference
Mitigation of premixed flame-sustained thermoacoustic oscillations using an electrical heater
10.1016/j.ijheatmasstransfer.2015.03.012 · 2015 · External reference
Mitigating self-excited flame pulsating and thermoacoustic oscillations using perforated liners
10.1016/j.scib.2019.05.004 · 2019 · External reference
Experimental sensitivity analysis via a secondary heat source in an oscillating thermoacoustic system
10.1177/1756827717696325 · 2017 · External reference
Unresolved reference
External reference
Artificial neural networks: a tutorial
10.1109/2.485891 · 1996 · External reference
Unresolved reference
External reference
Overfitting in neural nets: backpropagation, conjugate gradient, and early stopping
2000 · External reference
Unresolved reference
External reference
Learning representations by back-propagating errors
10.1038/323533a0 · 1986 · External reference
Unresolved reference
External reference
Dynamic data-driven design of lean premixed combustors for thermoacoustically stable operations
10.1115/1.4037307 · 2017 · External reference
Unresolved reference
2013 · External reference
An introduction to ROC analysis
10.1016/j.patrec.2005.10.010 · 2006 · External reference
