Articles with "optuna bpnn" as a keyword



Estimating thermal radiation of vertical jet fires of hydrogen pipeline based on linear integral and machine learning

Sign Up to like & get
recommendations!
Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-17462-8

Abstract: Accurate and efficient prediction of thermal radiant of hydrogen jet fire is important to schedule safety design and emergency rescue program for hydrogen pipelines. In response, this paper proposes a novel Optuna-improved back propagation neural… read more here.

Keywords: linear integral; optuna bpnn; thermal radiation; radiation ... See more keywords