84 citations · 86 across the 3 of their papers we have counts for
3 papers
cond-mat.stat-mech2024★ 2 cited
Direct estimates of irreversibility from time series
Trevor GrandPre, Gianluca Teza, William Bialek
The arrow of time can be quantified through the Kullback-Leibler divergence () between the distributions of forward and reverse trajectories in a system. Many approaches to…
physics.bio-ph2024
Maximum entropy models for patterns of gene expression
Camilla Sarra, Leopoldo Sarra, Luca Di Carlo +4
New experimental methods make it possible to measure the expression levels of many genes, simultaneously, in snapshots from thousands or even millions of individual cells. Current…
physics.bio-ph2016★ 84 cited
PCA meets RG
Serena Bradde, William Bialek
A system with many degrees of freedom can be characterized by a covariance matrix; principal components analysis (PCA) focuses on the eigenvalues of this matrix, hoping to find a l…