751 citations · 3.2k across the 102 of their papers we have counts for
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Correlation-Compressed Direct Coupling Analysis
Chen-Yi Gao, Hai-Jun Zhou, Erik Aurell
Learning Ising or Potts models from data has become an important topic in statistical physics and computational biology, with applications to predictions of structural contacts in…
Steady diffusion in a drift field: a comparison of large deviation techniques and multiple-scale analysis
Erik Aurell, Stefano Bo
A particle with internal unobserved states diffusing in a force field will generally display effective advection-diffusion. The drift velocity is proportional to the mobility avera…
On work and heat in time-dependent strong coupling
Erik Aurell
This paper revisits the classical problem of representing a thermal bath interacting with a system as a large collection of harmonic oscillators initially in thermal equilibrium. A…
Statistical properties of interaction parameter estimates in direct coupling analysis
Yingying Xu, Erik Aurell, Jukka Corander +1
We consider the statistical properties of interaction parameter estimates obtained by the direct coupling analysis (DCA) approach to learning interactions from large data sets. Ass…