openalexAerospace2026-07-23
Prediction of Hydrogen–Oxygen Combustion Ignition Delay Time Based on Gaussian Process Regression
Qingmiao Ma, Jiaming Fu, Qizheng Zhou, Yuanzhang Zhao, Weige Liang
To address the insufficient prediction accuracy of traditional Arrhenius-type empirical correlations for hydrogen–oxygen combustion ignition delay time (IDT) over wide operating conditions, this paper proposes a data-driven prediction method based on Gaussian Process Regression (…