Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
Tools & infrastructure
Benchmarked computational workflows for microbial genome and resistance-gene analysis
Automated long-read genome workflows now appear alongside controlled benchmarks of resistance-gene, typing, and amplicon analysis tools across recent preprints…
6 preprints · 3 published · ↑ 2.7× vs 4-wk avg
Rank 2 Metabolomics
Learned models and spectral search drive MS/MS-based metabolite annotation
Public spectral libraries and learned models now enable structure proposal and cross-polarity comparison of tandem mass spectra.
2 preprints · 3 published · ↑ 2.1× vs 4-wk avg
Rank 3 ML / AI methods
Protein language models are learned surrogates for interaction, stability, and dynamics
Recent preprints and one published study extend protein language models to stability, self-interaction, homology, and dynamics prediction.
4 preprints · 2 published · ↑ 2.0× vs 4-wk avg
Rank 4 Transcriptomics
Deep learning models infer missing spatial omics layers from incomplete multi-omics data
Incomplete spatial multi-omics and large spatial datasets motivate models that encode niche context directly into imputation and domain calling.
5 preprints · 3 published · ↑ 1.8× vs 4-wk avg
Rank 5 Tools & infrastructure
Harmonized metadata layers and portable query interfaces for omics data
Five 2026 preprints package harmonized metadata for public and institutional omics data into queryable, portable interfaces.
5 preprints · ↑ 2.0× vs 4-wk avg
Rank 6 ML and generative models guide RNA aptamer, sensor, and DNA synthesis design↑ 1.9×ML / AI methodsRank 7 Computational tools infer cell lineage and regulatory function from single-cell data↑ 1.8×Single-cellRank 8 Single-cell methods map regulatory states across AML, tumors and chromatin references↑ 1.7×Single-cellRank 9 Transposable elements shape genome evolution across fungi, flies, grasses and phages↑ 1.6×GenomicsRank 10 Coarse representations reduce reliance on full atomic detail for binding prediction↑ 1.6×Structural bio & protein designRank 11 LLM interfaces make omics and gene-regulation analyses inspectable against literature↑ 1.8×Tools & infrastructureRank 12 Computational frameworks decode cell states and senescence from single-cell profiles↑ 1.5×Single-cellRank 13 Computational workflows for DIA, label-free, cross-linking and PTM proteomics↑ 1.5×ProteomicsRank 14 Sequence and structure models benchmarked on curated, split-aware biomolecular tasks↑ 1.6×ML / AI methodsRank 15 Comparative modeling reveals conserved and divergent prokaryotic regulatory architectureGenomicsRank 16 LLM agents add structured reasoning to molecule design and ADMET optimizationML / AI methodsRank 17 Single-cell multiomics maps regulatory networks and trans-eQTL effects by cell typeEpigenomicsRank 18 Deep models map DNA and RNA sequence to transcriptional and splicing-related readouts↑ 1.5×ML / AI methodsRank 19 Allee effects and game-theoretic switching shape structured population dynamics↑ 1.6×Systems biologyRank 20 Scalable algorithms for allele genotyping, primer design, and single-cell demultiplexing↑ 1.6×Genomics
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Rank 21 Mutational and structural probes of molecular recognition and frustration in proteins↑ 1.6×Structural bio & protein designRank 22 Language model representations and training dynamics predict human fMRI brain activityML / AI methodsRank 23 Mechanistic models couple regulation, metabolism, and growth to emergent system dynamicsSystems biologyRank 24 Structural priors regularize high-dimensional omics and drug-association estimatorsML / AI methodsRank 25 Shared latent and physics-constrained priors for incomplete multimodal biomedical dataML / AI methodsRank 26 Feature-based computational prediction of genomic elements from long-read dataTranscriptomicsRank 27 Models infer state transitions and network structure from dynamical measurementsSingle-cellRank 28 Open simulation software for epidemic, trajectory, and regulatory dataTools & infrastructureRank 29 Recombination, plastome inversions and TE bursts reshape genome structure across taxaGenomicsRank 30 Computational tools for cryo-EM particle selection and RNA motif structure modelingStructural bio & protein designRank 31 Simulations link residue features to flux, membrane fusion and carrier steeringStructural bio & protein designRank 32 Generative models condition molecule generation on learned latent representationsStructural bio & protein designRank 33 Heterogeneity in stress, temperature, and transmission reshapes epidemic dynamicsSystems biologyRank 34 Graph-based genomic representations scale to biobank and pangenome-level analysesTools & infrastructureRank 35 Explicit generative models of evolution are tested against protein and pangenome dataGenomicsRank 36 Resting-state fMRI and diffusion MRI link brain connectivity to behavior and symptomsSystems biologyRank 37 Unified pipelines link RNA virus polymerase profiles, ICTV taxonomy and domain annotationTools & infrastructureRank 38 New tools map coevolving residues, dynamic communities, and cryo-ET particle featuresStructural bio & protein designRank 39 Chromosome-scale and pangenome assemblies advance fungal and polyploid crop genomicsGenomicsRank 40 Diffusion models for biomolecular design gain alignment and conformational controlStructural bio & protein design