Machine Learning Sasakian and G2 Topology on Contact Calabi-Yau 7-manifolds

Add to your list(s) Download to your calendar using vCal

• Edward Hirst (Queen Mary University of London)
• Friday 06 October 2023, 10:00-11:00
• Seminar Room 1, Newton Institute.

If you have a question about this talk, please contact nobody.

BLHW01 - Number theory, machine learning and quantum black holes

Calabi-Yau links provide a real 7-dimensional extension of complex Calabi-Yau 3-folds, with natural Sasakian and G2-structures. In this work a large database of Calabi-Yau links are constructed, and relevant topological invariants computed. Analysis of the invariant distributions suggest new conjectures about Calabi-Yau links, motivating investigation with machine learning techniques to predict these invariants, uncovering new mathematical structure bypassing expensive Groebner basis computations.

This talk is part of the Isaac Newton Institute Seminar Series series.

This talk is included in these lists:

• All CMS events
• Featured lists
• INI info aggregator
• Isaac Newton Institute Seminar Series
• School of Physical Sciences
• Seminar Room 1, Newton Institute
• bld31

Note that ex-directory lists are not shown.