26 July 2026 to 1 August 2026
University of Maryland, College Park
US/Eastern timezone

The Affine Conjecture: Using Numerical Methods to Tune Geometries for Non-integrable Lattice Field Theories

30 Jul 2026, 17:10
20m
Benjamin Banneker B (Adele H. Stamp Student Union)

Benjamin Banneker B

Adele H. Stamp Student Union

3972 Campus Dr, College Park, MD 20742
Contributed talk Algorithms and artificial intelligence Algorithms and artificial intelligence

Speaker

Rohan Misra (Boston University)

Description

Placing lattice field theories on curved spacetimes requires more than a choice of triangulation: the UV couplings must encode the real-space geometry seen by long-distance observables. Motivated by Brower and Owen's solution for the 2D Ising model on a latticized two-sphere [arXiv:2407.00459], the affine-plane Ising construction [arXiv:2209.15546] and the affine conjecture [arXiv:2503.05621], we develop a numerical method for determining this coupling-geometry map for non-integrable models. In a 2D Ising testbed, we construct the map empirically by matching reweighted critical correlators between boundary-deformed and coupling-deformed lattices. The recovered map agrees with the known affine geometry structure within current uncertainties, supporting the method as a bridge to non-integrable curved-space lattice field theory. The target application is the critical 3D Ising model on R x S2, where radial quantization would allow direct comparison of conformal data with conformal bootstrap and fuzzy-sphere calculations. Future applications include gauge theories on R x S2, including QED3 [arXiv:2510.03085], and four-dimensional gauge theories on R x S3.

Author

Rohan Misra (Boston University)

Co-authors

Dr George Fleming (Fermi National Accelerator Laboratory) Kostas Orginos (William and Mary - Jlab) Nobuyuki Matsumoto (Boston University) Richard Brower (Boston University)

Presentation materials