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Oral presentationIII. Fission Energy Engineering : 304-1 Thermal Hydraulics, Energy Conversion, Energy Transfer, Energy Storage

[2P16-21]Critical Heat Flux

Thu. Sep 11, 2025 4:40 PM - 6:20 PM JST
Thu. Sep 11, 2025 7:40 AM - 9:20 AM UTC
Room P(AIM3F Meeting Room 315)
Chair:Takahiro Arai(CRIEPI)
4:40 PM - 4:55 PM JST(7:40 AM - 7:55 AM UTC)

[2P16]Experimental verification of the influence of metal surface on OSV mechanismExperiment of subcooled flow boiling

*Yue Wang1, Yudai Tsutsui1, Tomio Okawa1 (1. UEC)
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4:55 PM - 5:10 PM JST(7:55 AM - 8:10 AM UTC)

[2P17]A Multi Physics-Driven Machine Learning Approach for Critical Heat Flux

*ABDULLAH AL MAHMUD1,2, Koji Morita1, Wei Liu1 (1. Kyushu University, 2. BAEC)
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5:10 PM - 5:25 PM JST(8:10 AM - 8:25 AM UTC)

[2P18]Examination of a Mechanistic CHF Prediction Model for PWR Fuel Assemblies

*Seitaro Sakurai1, Nishida Koji1, Takanami Hiroaki1 (1. INSS)
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5:25 PM - 5:40 PM JST(8:25 AM - 8:40 AM UTC)

[2P19]Development of Machine Learning Methods Predicting Boiling Transition for Future Fuel Assembly Design(1) Development Overview and Objectives

*Masaki Konishi1, Nobuhiko Ikatsu1, Yuichiro Kubo1, Keisuke Tsukada1, Daichi Hagari1, Yasushi Yamamoto1, Masato Fukuta1 (1. TOSHIBA ESS)
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5:40 PM - 5:55 PM JST(8:40 AM - 8:55 AM UTC)

[2P20]Development of Machine Learning Methods Predicting Boiling Transition for Future Fuel Assembly Design(2) Evaluation of Effects of Machine Learning Model Structures on Prediction Accuracy

*Daichi Hagari1, Keisuke Tsukada1, Yasushi Yamamoto1, Masato Fukuta1, Masaki Konishi1, Nobuhiko Ikatsu1, Yuichiro Kubo1 (1. TOSHIBA ESS)
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5:55 PM - 6:10 PM JST(8:55 AM - 9:10 AM UTC)

[2P21]Development of Machine Learning Methods Predicting Boiling Transition for Future Fuel Assembly Design(3) Application of the Boiling Transition Prediction Model to a New Fuel Assembly by Fine-Tuning

*Keisuke Tsukada1, Daichi Hagari1, Yasushi Yamamoto1, Masato Fukuta1, Masaki Konishi1, Nobuhiko Ikatsu1, Yuichiro Kubo1 (1. TOSHIBA ESS)
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6:10 PM - 6:20 PM JST(9:10 AM - 9:20 AM UTC)

Time reserved for Chair

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