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Related papers: Sampling String Vacua Using Generative Models

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Moduli stabilisation in string compactifications with many light scalars remains a major blind-spot in the string landscape. In these regimes, analytic methods cease to work for generic choices of UV parameters which is why numerical…

High Energy Physics - Theory · Physics 2023-06-13 Abhishek Dubey , Sven Krippendorf , Andreas Schachner

We study properties of flux vacua in type IIB string theory in several simple but illustrative models. We initiate the study of the relative frequencies of vacua with vanishing superpotential W=0 and with certain discrete symmetries. For…

High Energy Physics - Theory · Physics 2009-10-07 Oliver DeWolfe , Alexander Giryavets , Shamit Kachru , Washington Taylor

We present deep observations in targeted regions of the string landscape through a combination of analytic and dedicated numerical methods. Specifically, we devise an algorithm designed for the systematic construction of Type IIB flux vacua…

High Energy Physics - Theory · Physics 2025-01-08 Aman Chauhan , Michele Cicoli , Sven Krippendorf , Anshuman Maharana , Pellegrino Piantadosi , Andreas Schachner

We address the inverse problem in Type IIB flux compactifications of identifying flux vacua with targeted phenomenological properties such as specific superpotential values or tadpole constraints using conditional generative models. These…

High Energy Physics - Theory · Physics 2025-07-01 Sven Krippendorf , Zhimei Liu

This article is the author's PhD thesis. After a review of string vacua obtained through compactification (with and wothout fluxes), it presents and describes various aspects of the Landscape of string vacua. At first it gives an…

High Energy Physics - Theory · Physics 2008-07-04 Roberto Valandro

We give an introduction to the statistical approach to studying vacua of string/M theory, and discuss recent results of Ashok and Douglas on counting supersymmetric flux vacua in type IIb Calabi-Yau compactification. To appear in the…

High Energy Physics - Phenomenology · Physics 2007-05-23 Michael R. Douglas

We develop a technique for computing expected numbers of vacua in Gaussian ensembles of supergravity theories, and apply it to derive an asymptotic formula for the index counting all flux supersymmetric vacua with signs in Calabi-Yau…

High Energy Physics - Theory · Physics 2010-12-03 Sujay Ashok , Michael R. Douglas

We study type IIB string compactifications in the presence of RR and NSNS fluxes using worldsheet techniques. Vertex operators corresponding to internal RR and NSNS fluxes are constructed in the hybrid formalism with manifest target space…

High Energy Physics - Theory · Physics 2009-12-04 William D. Linch , Jock McOrist , Brenno Carlini Vallilo

Identifying string theory vacua with desired physical properties at low energies requires searching through high-dimensional solution spaces - collectively referred to as the string landscape. We highlight that this search problem is…

High Energy Physics - Theory · Physics 2021-11-24 Alex Cole , Sven Krippendorf , Andreas Schachner , Gary Shiu

We introduce a method for finding flux vacua of type IIB string theory in which the flux superpotential is exponentially small and at the same time one or more complex structure moduli are stabilized exponentially near to conifold points.

High Energy Physics - Theory · Physics 2022-02-07 Mehmet Demirtas , Manki Kim , Liam McAllister , Jakob Moritz

One of the central problems of string-phenomenology is to find stable vacua in the four dimensional effective theories which result from compactification. We present an algorithmic method to find all of the vacua of any given…

High Energy Physics - Theory · Physics 2010-02-03 James Gray , Yang-Hui He , Anton Ilderton , Andre Lukas

This article reviews recent work with M.R.Douglas and B. Shiffman on statistics of vacua in type IIb flux compactions of string/M theory.

Mathematical Physics · Physics 2008-11-26 S. Zelditch

We search for phenomenologically viable vacua of IIB string flux compactifications on Calabi-Yau orientifolds with a single Kaehler modulus. We perform both analytic studies and numerical searches in order to find models with de Sitter…

High Energy Physics - Theory · Physics 2015-05-28 Senarath de Alwis , Kevin Givens

In this paper we investigate the properties of series of vacua in the string theory landscape. In particular, we study minima to the flux potential in type IIB compactifications on the mirror quintic. Using geometric transitions, we embed…

High Energy Physics - Theory · Physics 2008-11-26 Diego Chialva , Ulf H. Danielsson , Niklas Johansson , Magdalena Larfors , Marcel Vonk

We give results for the distribution and number of flux vacua of various types, supersymmetric and nonsupersymmetric, in IIb string theory compactified on Calabi-Yau manifolds. We compare this with related problems such as counting…

High Energy Physics - Theory · Physics 2010-02-03 Frederik Denef , Michael R. Douglas

We explicitly construct and study the statistics of flux vacua for type IIB string theory on an orientifold of the Calabi-Yau hypersurface $P^4_{[1,1,2,2,6]}$, parametrised by two relevant complex structure moduli. We solve for these moduli…

High Energy Physics - Theory · Physics 2009-11-10 Joseph P. Conlon , Fernando Quevedo

Sampling string flux vacua enables us to study structures in the string landscape. Here we demonstrate that sampling at large number of moduli is possible for the simplified landscape model of ADK. Using dimensional reduction, we identify…

High Energy Physics - Theory · Physics 2022-10-03 Sven Krippendorf , Valentí Vall Camell

We propose a novel approach toward the vacuum degeneracy problem of the string landscape, by finding an efficient measure of similarity amongst compactification scenarios. Using a class of some one million Calabi-Yau manifolds as concrete…

High Energy Physics - Theory · Physics 2022-01-02 Yang-Hui He , Shailesh Lal , M. Zaid Zaz

We present a data-driven investigation of the exhaustive ensemble of no-scale type IIB flux vacua constructed in \cite{Chauhan:2025rdj}. Using a combination of linear and non-linear dimensionality-reduction techniques, we analyse both flux…

High Energy Physics - Theory · Physics 2026-03-06 Aman Chauhan , Michele Cicoli , Sven Krippendorf , Anshuman Maharana , Pellegrino Piantadosi , Andreas Schachner

We study type IIA string theory compactified on Calabi-Yau fourfolds and heterotic string theory compactified on Calabi-Yau threefolds times a two-torus. We derive the resulting effective theories which have two space-time dimensions and…

High Energy Physics - Theory · Physics 2010-12-03 Michael Haack , Jan Louis , Monika Marquart
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