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cs.LG2024
Learning Flame Evolution Operator under Hybrid Darrieus Landau and Diffusive Thermal Instability
Rixin Yu, Erdzan Hodzic, Karl-Johan Nogenmyr
Recent advancements in the integration of artificial intelligence (AI) and machine learning (ML) with physical sciences have led to significant progress in addressing complex pheno…
cs.LG2024
Parametric Learning of Time-Advancement Operators for Unstable Flame Evolution
Rixin Yu, Erdzan Hodzic
This study investigates the application of machine learning, specifically Fourier Neural Operator (FNO) and Convolutional Neural Network (CNN), to learn time-advancement operators…