76 citations · 108 across the 5 of their papers we have counts for
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physics.comp-ph2018★ 76 cited
Materials data validation and imputation with an artificial neural network
P. C. Verpoort, P. MacDonald, G. J. Conduit
We apply an artificial neural network to model and verify material properties. The neural network algorithm has a unique capability to handle incomplete data sets in both training…
cond-mat.stat-mech2018★ 4 cited
Color-dependent interactions in the three coloring model
Philipp C. Verpoort, Jacob Simmons, Claudio Castelnovo
Since it was first discussed by Baxter in 1970, the three coloring model has been studied in several contexts, from frustrated magnetism to superconducting devices and glassiness.…