115 citations · 469 across the 19 of their papers we have counts for
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hep-ph2021
Machine learning a manifold
Sean Craven, Djuna Croon, Daniel Cutting +1
We propose a simple method to identify a continuous Lie algebra symmetry in a dataset through regression by an artificial neural network. Our proposal takes advantage of the $ \mat…
hep-th2021★ 21 cited
Hamiltonian Truncation Effective Theory
Timothy Cohen, Kara Farnsworth, Rachel Houtz +1
Hamiltonian truncation is a non-perturbative numerical method for calculating observables of a quantum field theory. The starting point for this method is to truncate the interacti…