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Physics of Fluids
This paper originally proposes a physics informed neural networks (PINNs) model for the simultaneous prediction of soot temperature and volume fraction fields in laminar flames from experimental soot integral radiation. Contrasted with the previous data-driven models, the PINNs model incorporates the line-of-sight soot radiation integral equation into ...
Qianlong Wang +5 more
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This paper originally proposes a physics informed neural networks (PINNs) model for the simultaneous prediction of soot temperature and volume fraction fields in laminar flames from experimental soot integral radiation. Contrasted with the previous data-driven models, the PINNs model incorporates the line-of-sight soot radiation integral equation into ...
Qianlong Wang +5 more
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Optical investigations of turbulent sooting flames present multiple challenges, one of which is soot self-absorption (SSA), where part of the radiation signal is absorbed by the flame itself before reaching the detector. The present paper adapts an approach from the literature applied to a laminar axisymmetric flame to correct effects of SSA in a ...
Müller, Marcel Nico +3 more
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Müller, Marcel Nico +3 more
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Soot Volume Fraction and Particle Size Measurements using Laser-Induced Incandescence
Soot is a byproduct formed during incomplete combustion of hydrocarbon fuels. Atmospheric soot from aircraft emissions increases local air temperatures, drives cloud formation, and decreases albedo on snow and ice: three factors that promote global warming.openaire +1 more source
Radiation therapy‐associated toxicity: Etiology, management, and prevention
Ca-A Cancer Journal for Clinicians, 2021Kyle Wang
exaly
Soot inception: Carbonaceous nanoparticle formation in flames
Progress in Energy and Combustion Science, 2022Jacob W Martin +2 more
exaly
A spectral approach to measurement of soot volume fraction and surface temperature
1999International Energy Agency 21st Task Leaders Meeting on Energy Conservation and Emissions Reduction in Combustion, September 26-29, 1999,, Ohtsu, Shiga ...
Snelling, David +5 more
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American Cancer Society lung cancer screening guidelines
Ca-A Cancer Journal for Clinicians, 2013Timothy R Church +2 more
exaly

