FlamePINN-1D: Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames
Jiahao Wu, Su Zhang, Yuxin Wu, Guihua Zhang, Xin Li, Hai Zhang
Topics & Concepts
Laminar flowArtificial neural networkInverseStatistical physicsPhysicsApplied mathematicsComputer scienceMathematicsMechanicsArtificial intelligenceGeometryCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesHeat Transfer Mechanisms