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The latest techniques from Neural Networks and Support Vector Machines (SVM) are used to investigate geometric properties of Complete Intersection Calabi-Yau (CICY) threefolds, a class of manifolds that facilitate string model building.
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J. Gray, A. S. Haupt, and A. Lukas, All Complete Intersection Calabi-Yau Four-Folds
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P. Candelas, A. Constantin, and C. Mishra, Hodge numbers for cicys with symmetries of order divisible by 4
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P. Candelas, A. Constantin, and C. Mishra, Calabi-Yau threefolds with small hodge numbers
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L. B. Anderson, X. Gao, J. Gray, and S.-J. Lee, Fibrations in cicy threefolds
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L. Anderson, X. Gao, J. Gray, and S. J. Lee, The favorable cicy list and its fibrations. http://www1.phys.vt.edu/cicydata/
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Y.-N. Wang and Z. Zhang, Learning non-higgsable gauge groups in 4d f-theory
2018
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P. Candelas and C. Mishra, Highly symmetric quintic quotients
2018
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