Deep learning segmentation to analyze bubble dynamics and heat transfer during boiling at various pressures

Author:

Malakhov IvanORCID,Seredkin Aleksandr,Chernyavskiy Andrey,Serdyukov VladimirORCID,Mullyadzanov Rustam,Surtaev AntonORCID

Publisher

Elsevier BV

Subject

Fluid Flow and Transfer Processes,General Physics and Astronomy,Mechanical Engineering

Reference53 articles.

1. Abdulla W., 2018. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow: matterport/Mask_RCNN. Python, Matterport, Inc, Available at https://github.com/matterport/Mask_RCNN.

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3. Measurement of the microlayer characteristics in the whole range of nucleate boiling for water by laser interferometry;Chen;Int. J. Heat Mass Transfer,2020

4. The microlayer in nucleate pool boiling;Cooper;Int. J. Heat Mass Transfer,1969

5. Imagenet: a large-scale hierarchical image database;Deng,2009

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