activity
20102025
most citedMachine learning Calabi-Yau metrics

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

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Showing 2021Show all

7 papers · 1 filter

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…