115 citations · 501 across the 12 of their papers we have counts for
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hep-th2023
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality
Mehmet Demirtas, James Halverson, Anindita Maiti +2
Both the path integral measure in field theory and ensembles of neural networks describe distributions over functions. When the central limit theorem can be applied in the infinite…
hep-th2023
Computational Mirror Symmetry
Mehmet Demirtas, Manki Kim, Liam McAllister +2
We present an efficient algorithm for computing the prepotential in compactifications of type II string theory on mirror pairs of Calabi-Yau threefolds in toric varieties. Applying…