3 papers
physics.flu-dyn2020
Interfacial area transport for bubbly-to-slug transition flows in small diameter pipes
Zhuoran Dang, Mamoru Ishii
This study aims to experimentally investigate the two-group interfacial area transport in small diameter pipes. Experimental data focusing on the bubbly to slug transition regime,…
physics.flu-dyn2020
Two-phase interfacial structure of bubbly-to-slug transition flows in a 12.7 mm ID vertical tube
Zhuoran Dang, Guanyi Wang, Mamoru Ishii
This experimental study focuses on the characteristics of air-water two-phase interfacial structure. Interfacial parameters including void fraction, interfacial area concentration,…
cs.CV2019
Two-phase flow regime prediction using LSTM based deep recurrent neural network
Zhuoran Dang, Mamoru Ishii
Long short-term memory (LSTM) and recurrent neural network (RNN) has achieved great successes on time-series prediction. In this paper, a methodology of using LSTM-based deep-RNN f…