Found 38 Documents (Results 1–38)
Characterizing 4-string contact interaction using machine learning. (English) Zbl 07865586
MSC:
81-XX
Machine learning Sasakian and \(G_2\) topology on contact Calabi-Yau 7-manifolds. (English) Zbl 07831829
Neurons on amoebae. (English) Zbl 1519.14063
Reviewer: Michele Cirafici (Trieste)
From the string landscape to the mathematical landscape: a machine-learning outlook. (English) Zbl 07819647
Dobrev, Vladimir (ed.), Lie theory and its applications in physics. Selected papers based on the presentations at the workshop, Sofia, Bulgaria, online, June 2021. Singapore: Springer. Springer Proc. Math. Stat. 396, 21-31 (2022).
Brain webs for brane webs. (English) Zbl 1510.81103
Reviewer: Michele Cirafici (Trieste)
Some open questions in quiver gauge theory. (English) Zbl 1504.81099
MSC:
81T13
Machine-learning the Sato-Tate conjecture. (English) Zbl 1483.11133
Reviewer: Dimitros Poulakis (Thessaloniki)
Machine-learning dessins d’enfants: explorations via modular and Seiberg-Witten curves. (English) Zbl 1519.14058
The tadpole problem. (English) Zbl 1521.81372
Accessibility measure for eternal inflation: dynamical criticality and Higgs metastability. (English) Zbl 1485.83151
Towards the “shape” of cosmological observables and the string theory landscape with topological data analysis. (English) Zbl 1476.83184
Nielsen, Frank (ed.), Progress in information geometry. Theory and applications. Based on discussions of the fourth international conference on geometric science of information, GSI’2019, Toulouse, France, August 27–29, 2019. Cham: Springer. Signals Commun. Technol., 219-244 (2021).
Classifying Calabi-Yau threefolds using infinite distance limits. (English) Zbl 1477.14068
Reviewer: Jimmy Dillies (Athens)
Deep learning and k-means clustering in heterotic string vacua with line bundles. (English) Zbl 1437.83145
Data science applications to string theory. (English) Zbl 1452.81004
Reviewer: Farhang Loran (Isfahan)
Getting CICY high. (English) Zbl 1420.14002
Branes with brains: exploring string vacua with deep reinforcement learning. (English) Zbl 1416.83125
Estimating Calabi-Yau hypersurface and triangulation counts with equation learners. (English) Zbl 1414.83080
Machine learning line bundle cohomologies of hypersurfaces in toric varieties. (English) Zbl 1406.14001
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