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Jiayuan Li
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Journal Articles

Physics-Assisted Machine Learning Models for Predicting Pool Boiling Critical Heat Flux for Cryogenic Fluids

Jiayuan Li, Chirag R. Kharangate
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. April 2025, 147(4): 041603.
Paper No: HT-24-1217
https://doi.org/10.1115/1.4067339
Published Online: January 17, 2025
View Articletitled, Physics-Assisted Machine Learning Models for Predicting Pool Boiling Critical Heat Flux for Cryogenic Fluids
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Topics: Critical heat flux, Fluids, Machine learning, Modeling, Physics, Pool boiling, Feature selection, Boiling
Proceedings Papers

Machine Learning Algorithms for Predicting Condensation Pressure Drop in Mini/Micro Channels

Farshad Barghi Golezani, Jiayuan Li, Logan Pirnstill, Chirag Kharangate
Proc. ASME. HT2024, ASME 2024 Heat Transfer Summer Conference, V001T03A009, July 15–17, 2024
Publisher: American Society of Mechanical Engineers
Paper No: HT2024-131476
https://doi.org/10.1115/HT2024-131476
View Paper titled, Machine Learning Algorithms for Predicting Condensation Pressure Drop in Mini/Micro Channels
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Topics: Algorithms, Condensation, Heat transfer, Machine learning, Microchannels, Pressure drop, Thermal systems, Two-phase flow, Artificial neural networks, Heat
Proceedings Papers

Prediction of Critical Heat Flux for Liquid Helium Using Machine Learning Models Assisted by Physics-Based Correlation

Jiayuan Li, Chirag R. Kharangate
Proc. ASME. HT2024, ASME 2024 Heat Transfer Summer Conference, V001T03A003, July 15–17, 2024
Publisher: American Society of Mechanical Engineers
Paper No: HT2024-131027
https://doi.org/10.1115/HT2024-131027
View Paper titled, Prediction of Critical Heat Flux for Liquid Helium Using Machine Learning Models Assisted by Physics-Based Correlation
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Topics: Critical heat flux, Helium, Machine learning, Physics, Pool boiling
Proceedings Papers

Measurement of Gas Temperature in a Large Enclosure by Tunable Diode Laser Absorption Spectroscopy

Jun Tian, Zulong Hao, Yu Yu, Huagui Li, Jianjun He, Yilin Zhang, Jiayuan Li
Proc. ASME. ICONE21, Volume 3: Nuclear Safety and Security; Codes, Standards, Licensing and Regulatory Issues; Computational Fluid Dynamics and Coupled Codes, V003T06A028, July 29–August 2, 2013
Publisher: American Society of Mechanical Engineers
Paper No: ICONE21-15885
https://doi.org/10.1115/ICONE21-15885
View Paper titled, Measurement of Gas Temperature in a Large Enclosure by Tunable Diode Laser Absorption Spectroscopy
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Topics: Absorption, Absorption spectroscopy, Containment, Lasers, Temperature, Temperature measurement