1 citations · 1 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2021
Berezinskii--Kosterlitz--Thouless transition -- a universal neural network study with benchmarking
Y. -H. Tseng, F. -J. Jiang
Using a supervised neural network (NN) trained once on a one-dimensional lattice of 200 sites, we calculate the Berezinskii--Kosterlitz--Thouless phase transitions of the two-dimen…
cond-mat.dis-nn2021★ 1 cited
A universal neural network for learning phases and criticalities
D. -R. Tan, J. -H. Peng, Y. -H. Tseng +1
A universal supervised neural network (NN) relevant to compute the associated criticalities of real experiments studying phase transitions is constructed. The validity of the built…