Conference Agenda

10:30am - 10:50am

Subcooled-boiling detection by data-driven acoustic diagnosis

Yoshitaka Ueki¹, Itsuki Hirako¹, Kosuke Tezuka¹, Kosuke Aizawa², Kuniaki Ara¹

¹Tokyo University of Science, Japan; ²Japan Atomic Energy Agency, Japan

10:50am - 11:10am

Deep Learning-Based Imaging Methods for Comprehensive Characterization of Bubbly Flows through PIV Images

Rafael Franklin Lazaro de Cerqueira, Marco Antonio Cerutti, Emilio Ernesto Paladino

SINMEC Lab, Mechanical Engineering Department, Federal University of Santa Catarina - UFSC, Florianopolis - SC, Brazil

11:10am - 11:30am

Flow Pattern Identification for Vertical Liquid-Gas Flow Using Image Classification

Oluchi Osuagwu, Hamid Karami

University of Oklahoma, United States of America

11:30am - 11:50am

Deep learning-based image segmentation for two-phase flows

Walisson Chaves Ferreira Pinto¹, Helon Vicente Hultmann Ayala², Igor Braga de Paula¹

¹Pontifical Catholic University of Rio de Janeiro, Brazil; ²Pontifical Catholic University of Parana, Brazil

11:50am - 12:10pm

3DBubbles: an experimental dataset for model training and validation

Baodi Yu^1,2, Qian Chen^1,2, Yanwei Qin¹, Xiaohui Su^1,2, Sunyang Wang^1,2, Fanyong Meng¹

¹Institute of Process Engineering, Chinese Academy of Sciences, China, People's Republic of; ²School of Chemical Engineering, University of Chinese Academy of Sciences

12:10pm - 12:30pm

Automated Flow Regime Classification using Non-Intrusive Sensor Lab or Field Data

Olaf Skjaeraasen, Lan Liu

Institute for Energy Technology, Norway