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20232025
most citedNon-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension

11 citations · 21 across the 7 of their papers we have counts for

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2 papers · 1 filter

cond-mat.dis-nn2024★ 2 cited

Diagnosing quantum transport from wave function snapshots

Devendra Singh Bhakuni, Roberto Verdel, Cristiano Muzzi +3

We study nonequilibrium quantum dynamics of spin chains by employing principal component analysis (PCA) on data sets of wave function snapshots and examine how information propagat…

cond-mat.stat-mech2024★ 7 cited

Principal component analysis of absorbing state phase transitions

Cristiano Muzzi, Ronald Santiago Cortes, Devendra Singh Bhakuni +4

We perform a principal component analysis (PCA) of two one-dimensional lattice models belonging to distinct nonequilibrium universality classes - directed bond percolation and bran…