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Weizmann lectures on the numerical conformal bootstrap

Shai M. Chester

2023Physics Reports51 citationsDOIOpen Access PDF

Abstract

These lectures were given at the Weizmann Institute in the spring of 2019. They are intended to familiarize students with the nuts and bolts of the numerical bootstrap as efficiently as possible. After a brief review of the basics of conformal field theory in d>2 spacetime dimensions, we discuss how to compute conformal blocks, formulate the crossing equations as a semi-definite programming problem, solve this problem using SDPB on a personal computer, and interpret the results. We include worked examples for all steps, including bounds for 3d CFTs with Z2 or O(N) global symmetries. Each lecture includes a problem set, which culminate in a precise computation of the 3d Ising model critical exponents using the mixed correlator Z2 bootstrap. A Mathematica file is included that transforms crossing equations into the proper input form for SDPB.

Topics & Concepts

Conformal mapPhysicsSet (abstract data type)Ising modelComputationHomogeneous spaceConformal field theorySpacetimeField (mathematics)Theoretical physicsApplied mathematicsMathematical physicsPure mathematicsAlgorithmStatistical physicsMathematical analysisComputer scienceGeometryQuantum mechanicsMathematicsProgramming languageBlack Holes and Theoretical PhysicsQuantum Chromodynamics and Particle InteractionsCosmology and Gravitation Theories