Top 40
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Structural bio & protein design
Structure-based web servers address docking, glycosylation, and metal-binding sites
Recent web servers and a remote homology benchmark extend structure-based analysis into user-facing, integrated workflows.
ML / AI methods
Uncertainty and neighbor fusion address failure modes in molecular property models
Scaffold splits understate out-of-distribution error in ADMET models, prompting label-free structural-frontier evaluation and uncertainty-aware architectures.
Tools & infrastructure
Graph-based and phylogenetic tools expand metagenomic and pangenome analysis
Recent tools analyze assembly graphs, pangenome graphs, and raw signals to reduce reference bias in metagenomic and genomic analyses.
Tools & infrastructure
Web servers expand structure search, charge calculation, and peptide modeling
Seven tools published on 2026-07-11 extend AlphaFold DB-scale search and structure-based design workflows.
Single-cell
Spatial and single-cell methods refine inference of cell fate and cell-cell interactions
Spatial and single-cell omics increasingly require statistical frameworks that model spatial dependence, lineage structure, and ordering in the data.