Top 40
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Systems biology
Genome-wide data curation and evolutionary inference across viral and bacterial pathogens
Newly reported tools and analyses address deduplication, artifact masking, and recombination in pathogen genome collections spanning thousands of isolates.
Genomics
Comparative genomics ties regulatory evolution to lineage-specific innovation
ML / AI methods
Structure-derived objectives guiding deep models for binder and compound prioritization
Recent preprints couple predicted protein structures with learned objectives for binder ranking, affinity prediction, and conformational benchmarking.
Genomics
Genome-scale tools refine orthology, annotation and contamination removal
Recent preprints benchmark new orthogroup, annotation, decontamination and search-space methods against established tools in June 2026.
ML / AI methods
Machine learning models span antimicrobial, toxicity, PROTAC, and siRNA design tasks
Preprints now pair graph, hypergraph, and generative models with ADMET, toxicity, and phenotypic endpoints for compound prioritisation.