N. Swaminathan

JPResUnet: A joint probability density function translation model in partially premixed flames

Machine learning (ML) for turbulent combustion modelling can offer high fidelity within the training regime, yet its robustness under unseen conditions remains a practical concern. Conversely, established presumed probability density function (PDF) approaches are generally robust...