3-D soot temperature and volume fraction reconstruction of afterburner flame via deep learning algorithms
Minglu Dai, Bin Zhou, Jianyong Zhang, Ruixue Cheng, Qi Liu, Rong Zhao, Bubin Wang, Ben Gao
Topics & Concepts
AutoencoderInverse problemSootVolume fractionAlgorithmVolume (thermodynamics)Convolution (computer science)Convolutional neural networkComputer scienceFraction (chemistry)Artificial neural networkArtificial intelligenceMathematicsMaterials scienceCombustionChemistryPhysicsComposite materialMathematical analysisOrganic chemistryQuantum mechanicsRadiative Heat Transfer StudiesAdvanced Sensor Technologies ResearchSpectroscopy and Laser Applications