A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics
Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, E Weinan, Zhi‐Qin John Xu
Topics & Concepts
Artificial neural networkCombustionComputer scienceSampling (signal processing)Monte Carlo methodArtificial intelligenceFilter (signal processing)MathematicsChemistryStatisticsComputer visionOrganic chemistryCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesFire dynamics and safety research