81 citations · 1k across the 37 of their papers we have counts for
37 papers
Machine Learning Free Quotients of CICYs
Wei Cui, Xin Gao, Mohsen Karkheiran +1
Free quotients of Calabi-Yau manifolds play an important role in string compactification. In this paper, we explore machine learning techniques, such as fully connected neural netw…
Systematic exploration of the non-geometric flux landscape
Shehu AbdusSalam, Xin Gao, George K. Leontaris +1
Given the huge size of the generic four-dimensional scalar potentials arising from the type II supergravities based on toroidal orientifolds, it is even hard to analytically solve…
Loops, Local Corrections and Warping in the LVS and other Type IIB Models
Xin Gao, Arthur Hebecker, Simon Schreyer +1
To establish metastable de Sitter vacua or even just scale-separated AdS, control over perturbative corrections to the string-derived leading-order 4d lagrangian is crucial. Such c…
The LVS Parametric Tadpole Constraint
Xin Gao, Arthur Hebecker, Simon Schreyer +1
The large volume scenario (LVS) for de Sitter compactifications of the type IIB string is, at least in principle, well protected from various unknown corrections. The reason is tha…
Applying machine learning to the Calabi-Yau orientifolds with string vacua
Xin Gao, Hao Zou
We use the machine learning technique to search the polytope which can result in an orientifold Calabi-Yau hypersurface and the "naive Type IIB string vacua". We show that neural n…
Orientifold Calabi-Yau Threefolds with Divisor Involutions and String Landscape
Ross Altman, Jonathan Carifio, Xin Gao +1
We establish an orientifold Calabi-Yau threefold database for by considering non-trivial divisor exchange involutions, using a toric Calabi-Yau…