English
Related papers

Related papers: Sampling String Vacua Using Generative Models

200 papers

Flux compactification of IIB string theory associates special points in Calabi-Yau moduli space to choices of (pairs of) integral three-form fluxes. In this paper, we propose that supersymmetric flux vacua are modular. That is, to a…

High Energy Physics - Theory · Physics 2020-03-31 Shamit Kachru , Richard Nally , Wenzhe Yang

These lectures give a detailed introduction to constructing and analyzing string vacua suitable for phenomenological model building, with particular emphasis on F-theory flux vacua. Topics include (1) general challenges and overview of some…

High Energy Physics - Theory · Physics 2008-03-11 Frederik Denef

I review type IIB string compactifications in which the three-form field strengths satisfy a self-duality condition on the internal manifold. I begin with an overview of the models, giving preliminary formulae and several points of view…

High Energy Physics - Theory · Physics 2007-05-23 Andrew R. Frey

A fundamental problem in contemporary string/M theory is to count the number of inequivalent vacua satisfying constraints in a string theory model. This article contains the first rigorous results on the number and distribution of…

Mathematical Physics · Physics 2010-12-03 Michael R. Douglas , Bernard Shiffman , Steve Zelditch

We revisit flux compactifications of type IIB string theory on `spaces' dual to rigid Calabi-Yau manifolds. This rather unexplored part of the string landscapes harbors many interesting four-dimensional solutions, namely supersymmetric…

High Energy Physics - Theory · Physics 2022-07-13 Jacob Bardzell , Eduardo Gonzalo , Muthusamy Rajaguru , Danielle Smith , Timm Wrase

We present a novel method to obtain type IIB flux vacua with flat directions at tree level. We perform appropriate choices of flux quanta that induce relations between the flux superpotential and its derivatives. This method is implemented…

High Energy Physics - Theory · Physics 2022-09-08 Michele Cicoli , Matteo Licheri , Ratul Mahanta , Anshuman Maharana

We study compactifications of type IIA string theory on Calabi-Yau manifolds that are mirror to a subset of the type IIB LARGE-volume models. A combination of flux, alpha' corrections and non-perturbative effects stabilises the moduli in a…

High Energy Physics - Theory · Physics 2009-12-04 Eran Palti , Gianmassimo Tasinato , John Ward

We construct N=1 and N=0 chiral four-dimensional vacua of flux compactification in Type IIB string theory. These vacua have the common features that they are free of tadpole instabilities (both NSNS and RR) even for models with N=0…

High Energy Physics - Theory · Physics 2008-11-26 Fernando Marchesano , Gary Shiu

Based on the probability distributions of products of random variables, we propose a simple stringy mechanism that prefers the meta-stable vacua with a small cosmological constant. We state some relevant properties of the probability…

High Energy Physics - Theory · Physics 2015-06-04 Yoske Sumitomo , S. -H. Henry Tye

We attempt an estimate for the distribution of the tensor mode fraction $r$ over the landscape of vacua in string theory. The dynamics of eternal inflation and quantum tunneling lead to a kind of democracy on the landscape, providing no…

High Energy Physics - Theory · Physics 2015-06-05 Alexander Westphal

Generative diffusions are a powerful class of Monte Carlo samplers that leverage bridging Markov processes to approximate complex, high-dimensional distributions, such as those found in image processing and language models. Despite their…

Machine Learning · Statistics 2025-02-20 Zheng Zhao , Ziwei Luo , Jens Sjölund , Thomas B. Schön

Recently, it has become clear that neighboring multiple vacua might have interesting consequences for the physics of the early universe. In this paper we investigate the topography of the string landscape corresponding to complex structure…

High Energy Physics - Theory · Physics 2010-10-27 Ulf H. Danielsson , Niklas Johansson , Magdalena Larfors

We report on a new class of flux vacua generically present in Calabi-Yau compactifications of type-IIB string theory. At these vacua, the mass spectrum of the complete axio-dilaton/complex structure sector is given, to leading order in…

High Energy Physics - Theory · Physics 2021-05-12 Jose J. Blanco-Pillado , Kepa Sousa , Mikel A. Urkiola , Jeremy M. Wachter

One of the main goals of the field of string phenomenology is to describe the properties of our spacetime in low-energy effective models related to and consistent with string theory. It is known that our universe undergoes accelerated…

High Energy Physics - Theory · Physics 2022-03-22 Christoph Roupec

This is a review. Comments are welcome. The observation that the structure of string theory is rich enough to include the standard model in rough outline is an old one, starting with the early constructions of free field constructions,…

High Energy Physics - Theory · Physics 2008-10-13 Rolf Schimmrigk

We demonstrate that flux compactifications of type IIA string theory can classically stabilize all geometric moduli. For a particular orientifold background, we explicitly construct an infinite family of supersymmetric vacua with all moduli…

High Energy Physics - Theory · Physics 2009-11-11 Oliver DeWolfe , Alexander Giryavets , Shamit Kachru , Washington Taylor

In order to lift the continuous moduli space of string vacua, non-trivial fluxes may be the essential input. In this talk I summarize aspects of two approaches to compactifications in the presence of fluxes: (i) generalized Scherk-Schwarz…

High Energy Physics - Theory · Physics 2009-11-11 Klaus Behrndt

We discuss systematic approaches to the classification of string/M theory vacua, and physical questions this might help us resolve. To this end, we initiate the study of ensembles of effective Lagrangians, which can be used to precisely…

High Energy Physics - Theory · Physics 2009-11-10 Michael R. Douglas

We give a simple tutorial introduction to the Mathematica package STRINGVACUA, which is designed to find vacua of string-derived or inspired four-dimensional N=1 supergravities. The package uses powerful algebro-geometric methods, as…

High Energy Physics - Theory · Physics 2008-12-18 James Gray , Yang-Hui He , Anton Ilderton , André Lukas

These lectures provide a self-contained introduction to flux compactifications of type IIB string theory on Calabi-Yau orientifolds. The first lecture begins with geometric foundations, then presents vacuum solutions in Calabi-Yau…

High Energy Physics - Theory · Physics 2025-12-22 Liam McAllister , Andreas Schachner