Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Kang, Ruiyuan"'
Laser absorption spectroscopy (LAS) quantification is a popular tool used in measuring temperature and concentration of gases. It has low error tolerance, whereas current ML-based solutions cannot guarantee their measure reliability. In this work, we
Externí odkaz:
http://arxiv.org/abs/2408.10714
When deploying machine learning estimators in science and engineering (SAE) domains, it is critical to avoid failed estimations that can have disastrous consequences, e.g., in aero engine design. This work focuses on detecting and correcting failed s
Externí odkaz:
http://arxiv.org/abs/2309.13985
A network-based optimization approach, EEE, is proposed for the purpose of providing validation-viable state estimations to remediate the failure of pretrained models. To improve optimization efficiency and convergence, the most important metrics in
Externí odkaz:
http://arxiv.org/abs/2304.11321
A methodology is proposed, which addresses the caveat that line-of-sight emission spectroscopy presents in that it cannot provide spatially resolved temperature measurements in nonhomogeneous temperature fields. The aim of this research is to explore
Externí odkaz:
http://arxiv.org/abs/2212.07836
The current success of machine learning on image-based combustion monitoring is based on massive data, which is costly even impossible for industrial applications. To address this conflict, we introduce few-shot learning in order to achieve combustio
Externí odkaz:
http://arxiv.org/abs/2210.07845
Physics-based inverse modeling techniques are typically restricted to particular research fields, whereas popular machine-learning-based ones are too data-dependent to guarantee the physical compatibility of the solution. In this paper, Self-Validate
Externí odkaz:
http://arxiv.org/abs/2210.06071
Autor:
Kang, Ruiyuan1 (AUTHOR), Kyritsis, Dimitrios C.1,2 (AUTHOR), Liatsis, Panos3 (AUTHOR) panos.liatsis@ku.ac.ae
Publikováno v:
PLoS ONE. 12/12/2022, Vol. 17 Issue 12, p1-23. 23p.
Autor:
Kang, Ruiyuan1 (AUTHOR) 100052649@ku.ac.ae, Liatsis, Panos2 (AUTHOR) panos.liatsis@ku.ac.ae, Kyritsis, Dimitrios C.3 (AUTHOR) dimitrios.kyritsis@ku.ac.ae
Publikováno v:
Energies (19961073). May2022, Vol. 15 Issue 9, pN.PAG-N.PAG. 32p.
Publikováno v:
Volume 1: Fluid Applications and Systems (FASTC); Fluid Measurement and Instrumentation (FMITC); Fluid Mechanics (FMTC).
Some studies have qualitatively proved that nonuniform profiles along the light path in turbulent flows can cause temperature measurement inaccuracies in Laser Absorption spectroscopy (LAS), based on the analysis of Beer-Lambert’s law. In this work
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::17b0c3f1b0c88ba989b4f4a48ae4d1b8
https://doi.org/10.1115/fedsm2022-87538
https://doi.org/10.1115/fedsm2022-87538
Publikováno v:
21st AIAA International Space Planes and Hypersonics Technologies Conference.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9fd746e896872119c3e81a92cd36e55d
https://doi.org/10.2514/6.2017-2430
https://doi.org/10.2514/6.2017-2430