output
20112026
most citedDirect-coupling analysis of residue co-evolution captures native contacts across many protein families

1.6k citations

90 papers

cs.LG2026

Trustworthy Protein-Ligand Binding Affinity Prediction via Reliability-Aware Multi-Engine Fusion

Yongchan Hong, Defu Cao, Wenjin Liu +6

Accurate protein-ligand binding affinity prediction is central to computational drug discovery, yet modern docking engines frequently disagree without indicating which prediction t…

stat.ML2025

Minima and Critical Points of the Bethe Free Energy Are Invariant Under Deformation Retractions of Factor Graphs

Grégoire Sergeant-Perthuis, Léo Boitel

In graphical models, factor graphs, and more generally energy-based models, the interactions between variables are encoded by a graph, a hypergraph, or, in the most general case, a…

q-bio.PE2025

Likelihood-free inference of phylogenetic tree posterior distributions

Luc Blassel, Noémie Sauvage, Pierre Barrat-Charlaix +3

Phylogenetic inference, the task of reconstructing how related sequences evolved from common ancestors, is a central objective in evolutionary genomics. The current state-of-the-ar…

cs.CV2025★ 3 cited

SHREC 2025: Protein surface shape retrieval including electrostatic potential

Taher Yacoub, Camille Depenveiller, Atsushi Tatsuma +25

This SHREC 2025 track dedicated to protein surface shape retrieval involved 9 participating teams. We evaluated the performance in retrieval of 15 proposed methods on a large datas…

cond-mat.soft2025

Chirality transfer in lyotropic twist-bend nematics

Anna Ashkinazi, Hemani Chhabra, Anouar El Moumane +2

Using molecular simulations and classical density functional theory, we study the liquid-crystalline phase behaviour of a series of bent rod-like mesogens with a controlled degree…

cs.LG2025★ 2 cited

Bottom-up Iterative Anomalous Diffusion Detector (BI-ADD)

Junwoo Park, Nataliya Sokolovska, Clément Cabriel +2

In recent years, the segmentation of short molecular trajectories with varying diffusive properties has drawn particular attention of researchers, since it allows studying the dyna…