265 citations · 2.3k across the 48 of their papers we have counts for
3 papers · 1 filter
On the entropy of protein families
John Barton, Arup Chakraborty, Simona Cocco +2
Proteins are essential components of living systems, capable of performing a huge variety of tasks at the molecular level, such as recognition, signalling, copy, transport, ... The…
Direct-Coupling Analysis of nucleotide coevolution facilitates RNA secondary and tertiary structure prediction
Eleonora De Leonardis, Benjamin Lutz, Sebastian Ratz +4
Despite the biological importance of non-coding RNA, their structural characterization remains challenging. Making use of the rapidly growing sequence databases, we analyze nucleot…
Learning probabilities from random observables in high dimensions: the maximum entropy distribution and others
Tomoyuki Obuchi, Simona Cocco, Rémi Monasson
We consider the problem of learning a target probability distribution over a set of binary variables from the knowledge of the expectation values (with this target distribution…