3 papers
physics.flu-dyn2024
Critical nanoparticle formation in iron combustion: single particle experiments with in-situ multi-parameter diagnostics aided by multi-scale simulations
Tao Li, Bich-Diep Nguyen, Yawei Gao +6
The formation of iron oxide nanoparticles (NPs) presents challenges such as efficiency losses and fine dust emissions in practical iron combustion systems, highlighting the need fo…
physics.app-ph2024
Machine learning enhanced multi-particle tracking in solid fuel combustion
Haowen Chen, Yuhang Li, Benjamin Böhm +1
Particle velocimetry is essential in solid fuel combustion studies, however, the accurate detection and tracking of particles in high Particle Number Density (PND) combustion scena…
cs.LG2023
Accurate ignition detection of solid fuel particles using machine learning
Tao Li, Zhangke Liang, Andreas Dreizler +1
In the present work, accurate determination of single-particle ignition is focused on using high-speed optical diagnostics combined with machine learning approaches. Ignition of in…