Constrained Pad\'e Ensembles for Thermal $\mathcal{N}{=}4$ SYM with the Exact $\mathcal O(\lambda^{5/2})$ Coefficient
Ubaid Tantary, Qianqian Du

TL;DR
This paper refines the Padé ensemble approach for thermal $ ext{N}=4$ SYM by incorporating the exact $ ext{O}( ext{lambda}^{5/2})$ coefficient, leading to a more precise and unique interpolation of the theory's thermodynamics.
Contribution
It upgrades the weak-coupling truncation in the Padé ensemble method to the exact $ ext{O}( ext{lambda}^{5/2})$ coefficient, reducing uncertainties and collapsing the admissible set to a single curve.
Findings
Admissible set collapses from 9 to 1 curve.
Pointwise band width drops to zero within numerical resolution.
Hermite-Padé central curve differs from the LSTP survivor after upgrade.
Abstract
We revisit the constrained log-subtracted two-point Pad\'e (LSTP) ensemble for thermal supersymmetric Yang--Mills (SYM) thermodynamics in four spacetime dimensions after upgrading the weak-coupling truncation from to the exact coefficient. We keep the interpolation ansatz unchanged and shift the weak-side matching points to the regime where the new term is numerically significant. The admissible set collapses from nominal survivors ( distinct curves) to a single distinct curve, the crossover range shrinks to a unique value, and the pointwise band width drops to zero within numerical resolution. The Hermite-Pad\'e (HP) central curve does not coincide with the unique LSTP survivor, so the exact weak-coupling coefficient removes the LSTP scan uncertainty but not the difference between the two routes. The next step…
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