FlamePINN-1D: Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames

Jiahao Wu, Su Zhang, Yuxin Wu +3

Given the existence of various forward and inverse problems in combustion studies and applications that necessitate distinct methods for resolution, a framework to solve them in a…