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cymyc: Calabi-Yau Metrics, Yukawas, and Curvature
Paper Details
Published: 2025/03/05
Journal: Journal of High Energy Physics
Volume: Volume 2025
Number:
Container Title: article number 28
Paper Links
HTMLWe introduce cymyc, a high-performance Python library for numerical investigation of the geometry of a large class of string compactification manifolds and their associated moduli spaces. We develop a well-defined geometric ansatz to numerically model tensor fields of arbitrary degree on a large class of Calabi-Yau manifolds. cymyc includes a machine learning component which incorporates this ansatz to model tensor fields of interest on these spaces by finding an approximate solution to the system of partial differential equations they should satisfy.
Authors
Challenger Mishra
Cambridge University
Departmental Early Career Academic Fellow, Accelerate Programme
Justin Tan
Cambridge University
PhD Student
Giorgi Butbaia
Damián Mayorga Peña
Per Berglund
Tristan Hübsch