Abstract Simulating viscoelastic fluids at high Weissenberg numbers is challenging due to numerical instabilities, especially in flows with singularities. The natural stress formulation (NSF) is a robust technique designed to overcome these issues. Separately, the generalized Phan-Thien and Tanner (gPTT) model offers enhanced rheological flexibility by using the Mittag-Leffler function. This work develops and validates an in-house, finite-difference NSF-gPTT solver. The method is first validated against the traditional HiG-Flow solver in channel flow and 1:4 sudden expansion geometries, showing excellent agreement for velocity/stress profiles and vortex reattachment lengths. We then apply the framework to the L-shaped channel benchmark, which features a re-entrant corner. The NSF-gPTT solver remains stable and accurate up to a Weissenberg number ( Wi ) of 100. The results reveal a counter-intuitive decrease in the peak of the first normal stress difference ( $$N_1$$ N 1 ) at the corner with increasing Wi , a direct result of the gPTT model’s shear-thinning. Furthermore, we demonstrate the NSF’s stability by showing that at $$Wi=100$$ W i = 100 , the internal conformation tensor trace grows to $$\approx 100$$ ≈ 100 , while the elastic stress trace remains small ( $$\approx 0.48$$ ≈ 0.48 ). This study demonstrates that the NSF-gPTT formulation is a stable and powerful tool for probing complex viscoelastic phenomena in high- Wi regimes.
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