Numerical Conformal bootstrap with Analytic Functionals and Outer Approximation

TL;DR

This paper advances the numerical conformal bootstrap by applying a new class of analytic functionals in higher dimensions, demonstrating their effectiveness and uncovering novel features in two-dimensional theories.

Contribution

It extends the use of analytic functionals to general spacetime dimensions and compares their performance with traditional methods, showing improved results and new insights.

Findings

Analytic functionals outperform traditional derivatives in bootstrap computations.

Discovery of new kinks in the scalar channel of 2D conformal field theories.

Potential of these functionals as an alternative approach in conformal bootstrap.

Abstract

This paper explores the numerical conformal bootstrap in general spacetime dimensions through the lens of a distinct category of analytic functionals, previously employed in two-dimensional studies. We extend the application of these functionals to a more comprehensive backdrop, demonstrating their adaptability and efficacy in general spacetime dimensions above two. The bootstrap is implemented using the outer approximation methodology, with computations conducted in double precision. The crux of our study lies in comparing the performance of this category of analytic functionals with conventional derivatives at crossing symmetric points. It is worth highlighting that in our study, we identified some novel kinks in the scalar channel during the maximization of the gap in two-dimensional conformal field theory. Our numerical analysis indicates that these analytic functionals offer a superior performance, thereby revealing a potential alternative paradigm in the application of conformal bootstrap.