activity
20092026
most citedKAN: Kolmogorov-Arnold Networks

533 citations · 1.7k across the 63 of their papers we have counts for

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Showing 2019Show all

5 papers · 1 filter

hep-th2019★ 13 cited

Instantons and Hilbert Functions

Evgeny I. Buchbinder, Andre Lukas, Burt A. Ovrut +1

We study superpotentials from worldsheet instantons in heterotic Calabi-Yau compactifications for vector bundles constructed from line bundle sums, monads and extensions. Within a…

hep-th2019★ 10 cited

Heterotic Instantons for Monad and Extension Bundles

Evgeny I. Buchbinder, Andre Lukas, Burt A. Ovrut +1

We consider non-perturbative superpotentials from world-sheet instantons wrapped on holomorphic genus zero curves in heterotic string theory. These superpotential contributions fea…

hep-th2019★ 14 cited

Kahler Moduli Stabilization and the Propagation of Decidability

James Halverson, Michael Plesser, Fabian Ruehle +1

Diophantine equations are in general undecidable, yet appear readily in string theory. We demonstrate that numerous classes of Diophantine equations arising in string theory are de…

hep-th2019★ 41 cited

Classifying Calabi-Yau threefolds using infinite distance limits

Thomas W. Grimm, Fabian Ruehle, Damian van de Heisteeg

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 Kahler moduli space and…

hep-th2019★ 84 cited

Branes with Brains: Exploring String Vacua with Deep Reinforcement Learning

James Halverson, Brent Nelson, Fabian Ruehle

We propose deep reinforcement learning as a model-free method for exploring the landscape of string vacua. As a concrete application, we utilize an artificial intelligence agent kn…