Machine Learning Kreuzer--Skarke Calabi--Yau Threefolds

Per Berglund, Ben Campbell, Vishnu Jejjala

Using a fully connected feedforward neural network we study topological invariants of a class of Calabi--Yau manifolds constructed as hypersurfaces in toric varieties associated wi…