Anupam Singh

Data-Driven Unified Nusselt Correlation for All Pipe Flow Regimes

Accurate prediction of convective heat transfer in internal pipe flow across laminar, transitional, and turbulent regimes remains challenging because most existing Nusselt number correlations are limited to narrow Reynolds number ranges and require regime-wise switching. In this work, a friction-factor-assisted model...