activity
20102025
most citedMachine learning Calabi-Yau metrics

58 citations · 360 across the 26 of their papers we have counts for

collaborators

27 papers

hep-th2025

Holomorphic supergravity in ten dimensions and anomaly cancellation

Anthony Ashmore, Javier José Murgas Ibarra, Charles Strickland-Constable +1

We formulate a ten-dimensional version of Kodaira-Spencer gravity on a Calabi-Yau five-fold that reproduces the classical Maurer-Cartan equation governing supersymmetric heterotic…

hep-lat2024★ 9 cited

Deep learning lattice gauge theories

Anuj Apte, Anthony Ashmore, Clay Cordova +1

Monte Carlo methods have led to profound insights into the strong-coupling behaviour of lattice gauge theories and produced remarkable results such as first-principles computations…

hep-th2023

A heterotic Kodaira-Spencer theory at one-loop

Anthony Ashmore, Javier José Murgas Ibarra, David Duncan McNutt +4

We consider a heterotic version of six-dimensional Kodaira-Spencer gravity derived from the heterotic superpotential. We compute the one-loop partition function and find it can be…

hep-th2023★ 9 cited

Numerical spectra of the Laplacian for line bundles on Calabi-Yau hypersurfaces

Anthony Ashmore, Yang-Hui He, Elli Heyes +1

We give the first numerical calculation of the spectrum of the Laplacian acting on bundle-valued forms on a Calabi-Yau three-fold. Specifically, we show how to compute the approxim…

hep-th2023

Geometric flows and supersymmetry

Anthony Ashmore, Ruben Minasian, Yann Proto

We study the relation between supersymmetry and geometric flows driven by the Bianchi identity for the three-form flux in heterotic supergravity. We describe how the flow equat…

hep-th2022★ 6 cited

AdS Solutions of M-theory

Anthony Ashmore

We consider the most general solutions of eleven-dimensional supergravity preserving supersymmetry whose metrics are warped products of three-dimensional anti-de Sitter space…

hep-th2022

Calabi-Yau metrics, CFTs and random matrices

Anthony Ashmore

Calabi-Yau manifolds have played a key role in both mathematics and physics, and are particularly important for deriving realistic models of particle physics from string theory. Un…

hep-th2021★ 17 cited

Calabi-Yau Metrics, Energy Functionals and Machine-Learning

Anthony Ashmore, Lucille Calmon, Yang-Hui He +1

We apply machine learning to the problem of finding numerical Calabi-Yau metrics. We extend previous work on learning approximate Ricci-flat metrics calculated using Donaldson's al…

hep-th2021

Exactly Marginal Deformations and their Supergravity Duals

Anthony Ashmore, Michela Petrini, Edward Tasker +1

We study the space of supersymmetric AdS solutions of type IIB supergravity corresponding to the conformal manifold of the dual conformal field theory. We show…

hep-th2021★ 12 cited

Machine Learning Line Bundle Connections

Anthony Ashmore, Rehan Deen, Yang-Hui He +1

We study the use of machine learning for finding numerical hermitian Yang-Mills connections on line bundles over Calabi-Yau manifolds. Defining an appropriate loss function and foc…

hep-th2021★ 6 cited

Topological G and Spin(7) strings at 1-loop from double complexes

Anthony Ashmore, André Coimbra, Charles Strickland-Constable +2

We study the topological and strings at 1-loop. We define new double complexes for supersymmetric NSNS backgrounds of string theory using generalised geometry. The…

hep-th2021★ 16 cited

Calabi-Yau CFTs and Random Matrices

Nima Afkhami-Jeddi, Anthony Ashmore, Clay Cordova

Using numerical methods for finding Ricci-flat metrics, we explore the spectrum of local operators in two-dimensional conformal field theories defined by sigma models on Calabi-Yau…

hep-th2021★ 2 cited

Hidden Sectors from Multiple Line Bundles for the MSSM

Anthony Ashmore, Sebastian Dumitru, Burt A. Ovrut

We give a formalism for constructing hidden sector bundles as extensions of sums of line bundles in heterotic -theory. Although this construction is generic, we present it withi…

hep-th2021★ 22 cited

Moduli-dependent KK towers and the swampland distance conjecture on the quintic Calabi-Yau manifold

Anthony Ashmore, Fabian Ruehle

We use numerical methods to obtain moduli-dependent Calabi-Yau metrics and from them the moduli-dependent massive tower of Kaluza-Klein states for the one-parameter family of quint…

hep-th2020★ 3 cited

Explicit Soft Supersymmetry Breaking in the Heterotic M-Theory MSSM

Anthony Ashmore, Sebastian Dumitru, Burt A. Ovrut

The strongly coupled heterotic M-theory vacuum for both the observable and hidden sectors of the MSSM theory is reviewed, including a discussion of the "bundle" constraints t…

hep-th2020★ 8 cited

Eigenvalues and eigenforms on Calabi-Yau threefolds

Anthony Ashmore

We present a numerical algorithm for computing the spectrum of the Laplace-de Rham operator on Calabi-Yau manifolds, extending previous work on the scalar Laplace operator. Using a…

hep-th2020★ 8 cited

Line Bundle Hidden Sectors for Strongly Coupled Heterotic Standard Models

Anthony Ashmore, Sebastian Dumitru, Burt A. Ovrut

The compactification from the eleven-dimensional Hořava-Witten orbifold to five-dimensional heterotic M-theory on a Schoen Calabi-Yau threefold is reviewed, as is the specific $SU(…

hep-th2019★ 22 cited

Heterotic backgrounds via generalised geometry: moment maps and moduli

Anthony Ashmore, Charles Strickland-Constable, David Tennyson +1

We describe the geometry of generic heterotic backgrounds preserving minimal supersymmetry in four dimensions using the language of generalised geometry. They are characterised by…

hep-th2019★ 14 cited

Generalising G geometry: involutivity, moment maps and moduli

Anthony Ashmore, Charles Strickland-Constable, David Tennyson +1

We analyse the geometry of generic Minkowski , flux compactifications in string theory, the default backgrounds for string model building. In M-theory they are…

hep-th2019★ 58 cited

Machine learning Calabi-Yau metrics

Anthony Ashmore, Yang-Hui He, Burt Ovrut

We apply machine learning to the problem of finding numerical Calabi-Yau metrics. Building on Donaldson's algorithm for calculating balanced metrics on Kähler manifolds, we combine…

hep-th2018★ 18 cited

Marginal deformations of 3d CFTs from AdS backgrounds in generalised geometry

Anthony Ashmore

We study exactly marginal deformations of 3d CFTs dual to AdS solutions in eleven-dimensional supergravity using generalised geometry. Focussing on Sasaki-Einst…

hep-th2018★ 33 cited

Finite deformations from a heterotic superpotential: holomorphic Chern--Simons and an algebra

Anthony Ashmore, Xenia de la Ossa, Ruben Minasian +2

We consider finite deformations of the Hull--Strominger system. Starting from the heterotic superpotential, we identify complex coordinates on the off-shell parameter space. Expand…

hep-th2016★ 36 cited

Exactly marginal deformations from exceptional generalised geometry

Anthony Ashmore, Maxime Gabella, Mariana Graña +2

We apply exceptional generalised geometry to the study of exactly marginal deformations of SCFTs that are dual to generic AdS flux backgrounds in type IIB or el…

hep-th2016★ 29 cited

The exceptional generalised geometry of supersymmetric AdS flux backgrounds

Anthony Ashmore, Michela Petrini, Daniel Waldram

We analyse generic AdS flux backgrounds preserving eight supercharges in and dimensions using exceptional generalised geometry. We show that they are described by a pai…