4 papers
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall +6
We introduce giotto-tda, a Python library that integrates high-performance topological data analysis with machine learning via a scikit-learn-compatible API and state-of-the-art C+…
Homological Classification of 4d QFT. Part I: Rank-1 revisited
Matteo Caorsi, Sergio Cecotti
Argyres and co-workers started a program to classify all 4d QFT by classifying Special Geometries with appropriate properties. They completed the program in rank-1.…
Special Arithmetic of Flavor
Matteo Caorsi, Sergio Cecotti
We revisit the classification of rank-1 4d QFTs in the spirit of Diophantine Geometry, viewing their special geometries as elliptic curves over the chiral ring (a D…
Categorical Webs and -duality in 4d QFT
Matteo Caorsi, Sergio Cecotti
We review the categorical approach to the BPS sector of a 4d QFT, clarifying many tricky issues and presenting a few novel results. To a given QFT o…