Top 40
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Genomics
Somatic mutation and copy number methods map tissue-scale genomic variation
Recent preprints and papers add benchmarked copy number callers, mutational signature compendia, and somatic mosaicism maps across human tissues.
Structural bio & protein design
Graph neural networks and cryo-EM methods now resolve protein motion and design
Recent preprints apply equivariant and attention-based networks to flexibility, cryo-EM motion, and co-folding model interpretability.
Single-cell
Benchmarks now test single-cell and sequencing analysis tools head-to-head
Explicit comparisons against alternatives under defined metrics are increasingly reported alongside pipeline-only papers in transcriptomic and sequencing…
Structural bio & protein design
Molecular design models face stricter validation of dynamics, splits and data
Generative and predictive models for drug and nanomedicine design are now assessed under explicit geometric, synthesis and dataset-quality constraints rather…
Single-cell
Computational models infer single-cell dynamics from static and spatial snapshots
Recent preprints and publications extend inference from static single-cell and spatial snapshots to trajectories, fate bias, and unmeasured expression.