111 citations · 789 across the 37 of their papers we have counts for
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hep-th2022★ 6 cited
Renormalization in the neural network-quantum field theory correspondence
Harold Erbin, Vincent Lahoche, Dine Ousmane Samary
A statistical ensemble of neural networks can be described in terms of a quantum field theory (NN-QFT correspondence). The infinite-width limit is mapped to a free field theory, wh…
hep-th2022★ 8 cited
Characterizing 4-string contact interaction using machine learning
Harold Erbin, Atakan Hilmi Fırat
The geometry of 4-string contact interaction of closed string field theory is characterized using machine learning. We obtain Strebel quadratic differentials on 4-punctured spheres…
hep-th2022★ 15 cited
Closed string theory without level-matching at the free level
Harold Erbin, Maxime Médevielle
In its traditional form, the string field in closed string field theory is constrained by the level-matching condition, which is imposed beside the action. By analogy with the simi…