Search Results - "Ruehle, Fabian"

Evolving neural networks with genetic algorithms to study the string landscape by Ruehle, Fabian

“…A bstract We study possible applications of artificial neural networks to examine the string landscape. Since the field of application is rather versatile, we…”
Get full text

Branes with brains: exploring string vacua with deep reinforcement learning by Halverson, James, Nelson, Brent, Ruehle, Fabian

“…A bstract We propose deep reinforcement learning as a model-free method for exploring the landscape of string vacua. As a concrete application, we utilize an…”
Get full text

Level crossings, attractor points and complex multiplication by Ahmed, Hamza, Ruehle, Fabian

“…A bstract We study the complex structure moduli dependence of the scalar Laplacian eigenmodes for one-parameter families of Calabi-Yau n -folds in ℙ n +1 . It…”
Get full text

On classical de Sitter solutions and parametric control by Andriot, David, Ruehle, Fabian

“…A bstract Finding string backgrounds with de Sitter spacetime, where all approximations and corrections are controlled, is an open problem. We revisit the…”
Get full text

Moduli-dependent Calabi-Yau and SU(3)-structure metrics from machine learning by Anderson, Lara B., Gerdes, Mathis, Gray, James, Krippendorf, Sven, Raghuram, Nikhil, Ruehle, Fabian

“…A bstract We use machine learning to approximate Calabi-Yau and SU(3)-structure metrics, including for the first time complex structure moduli dependence. Our…”
Get full text

Non-simply-connected symmetries in 6D SCFTs by Dierigl, Markus, Oehlmann, Paul-Konstantin, Ruehle, Fabian

“…A bstract Six-dimensional N = (1 , 0) superconformal field theories can be engineered geometrically via F-theory on elliptically-fibered Calabi-Yau 3-folds. We…”
Get full text

Symmetries of Calabi-Yau prepotentials with isomorphic flops by Lukas, Andre, Ruehle, Fabian

“…A bstract Calabi-Yau threefolds with infinitely many flops to isomorphic manifolds have an extended Kähler cone made up from an infinite number of individual…”
Get full text

The frozen phase of heterotic F-theory duality by Oehlmann, Paul-Konstantin, Ruehle, Fabian, Sung, Benjamin

“…A bstract We study the duality between the Spin(32)/ℤ 2 heterotic string without vector structure and F-theory with frozen singularities. We give a complete…”
Get full text

T-duality and flavor symmetries in Little String Theories by Ahmed, Hamza, Oehlmann, Paul-Konstantin, Ruehle, Fabian

“…A bstract We explore the T-duality web of 6D Heterotic Little String Theories, focusing on flavor algebra reducing deformations. A careful analysis of the full…”
Get full text

Machine learning and algebraic approaches towards complete matter spectra in 4d F-theory by Bies, Martin, Cvetič, Mirjam, Donagi, Ron, Lin, Ling, Liu, Muyang, Ruehle, Fabian

“…A bstract Motivated by engineering vector-like (Higgs) pairs in the spectrum of 4d F-theory compactifications, we combine machine learning and algebraic…”
Get full text

Classifying Calabi–Yau Threefolds Using Infinite Distance Limits by Grimm, Thomas W., Ruehle, Fabian, van de Heisteeg, Damian

“…We present a novel way to classify Calabi–Yau threefolds by systematically studying their infinite volume limits. Each such limit is at infinite distance in…”
Get full text

Heterotic instantons for monad and extension bundles by Buchbinder, Evgeny I., Lukas, Andre, Ovrut, Burt A., Ruehle, Fabian

“…A bstract We consider non-perturbative superpotentials from world-sheet instantons wrapped on holomorphic genus zero curves in heterotic string theory. These…”
Get full text

Split symmetries by Buchmuller, Wilfried, Dierigl, Markus, Ruehle, Fabian, Schweizer, Julian

“…We consider six-dimensional supergravity with gauge group SO(10)×U(1)A, compactified on the orbifold T2/Z2. Three quark–lepton generations arise as zero modes…”
Get full text

Metric flows with neural networks by Halverson, James, Ruehle, Fabian

“…Abstract We develop a general theory of flows in the space of Riemannian metrics induced by neural network (NN) gradient descent. This is motivated in part by…”
Get full text

Heterotic instanton superpotentials from complete intersection Calabi-Yau manifolds by Buchbinder, Evgeny, Lukas, Andre, Ovrut, Burt, Ruehle, Fabian

“…A bstract We study Pfaffians that appear in non-perturbative superpotential terms arising from worldsheet instantons in heterotic theories. A result by Beasley…”
Get full text

Calabi-Yau manifolds and SU(3) structure by Larfors, Magdalena, Lukas, Andre, Ruehle, Fabian

“…A bstract We show that non-trivial SU(3) structures can be constructed on large classes of Calabi-Yau three-folds. Specifically, we focus on Calabi-Yau…”
Get full text

One-loop Pfaffians and large-field inflation in string theory by Ruehle, Fabian, Wieck, Clemens

“…We study the consistency of large-field inflation in low-energy effective field theories of string theory. In particular, we focus on the stability of Kähler…”
Get full text

Geodesics in the extended Kähler cone of Calabi-Yau threefolds by Brodie, Callum R., Constantin, Andrei, Lukas, Andre, Ruehle, Fabian

“…A bstract We present a detailed study of the effective cones of Calabi-Yau threefolds with h 1 , 1 = 2, including the possible types of walls bounding the…”
Get full text

Natural inflation and moduli stabilization in heterotic orbifolds by Ruehle, Fabian, Wieck, Clemens

“…A bstract We study moduli stabilization in combination with inflation in heterotic orbifold compactifications in the light of a large Hubble scale and the…”
Get full text

(MS)SM-like models on smooth Calabi-Yau manifolds from all three heterotic string theories by Groot Nibbelink, Stefan, Loukas, Orestis, Ruehle, Fabian

“…We perform model searches on smooth Calabi‐Yau compactifications for both the supersymmetric E8 × E8 and SO(32) as well as for the non‐supersymmetric…”
Get full text