Week 6, 2026 · Feb 2 – Feb 8

Top 40

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ML / AI methods

Statistical and neural methods for grouped microbiome data analysis

ML / AI methods

Protein Language Model Embeddings (auto label)

ML / AI methods

Fusing sequence, structure and graph features for multimodal interaction prediction

Single-cell

LLM agents grounded in raw single-cell data for annotation and perturbation prediction

Tools & infrastructure

Modular simulation, LLM documentation auditing and privacy-preserving data access tools

6 Alignment-free k-mer features resolve variant and class differences in genomic sequencesGenomics

7 Scalable tools refine orthology and gene histories across diverse genome collectionsGenomics

8 Generative models steer biomolecular design via alignment, energy biasing, and samplingML / AI methods

9 Genomic language models are being interrogated for regulatory and biological structureGenomics

10 New callers resolve CNVs, structural variants, uniparental disomy and aneuploidy from NGSGenomics

12 Latent diffusion models extend to histology staining and drug-response predictionML / AI methods

13 Local LLMs and modular frameworks standardize single-cell metadata, model use and…Single-cell

14 Learned models encode fragment topology and bond-edit search for molecular structureMetabolomics

15 Structure-aware statistical methods for single-cell and spatial transcriptomics inferenceML / AI methods

16 ODE and power-law models dissect glycolytic oscillations and plant circadian networksSystems biology

17 Conformational Ensemble Modeling (auto label)Structural bio & protein design

18 Curated knowledge bases convert literature into queryable biomedical evidenceTools & infrastructure

19 Evolutionary Analysis Software Tools (auto label)Tools & infrastructure

20 Computational Nucleotide Sequence Design (auto label)Tools & infrastructure

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21 Chromosome-scale and pangenome assemblies advance fungal and polyploid crop genomicsGenomics

22 Protein language models encode nativeness, taxonomy, and memorization beyond trainingML / AI methods

23 Automated curation converts public omics and literature records into linkable resourcesTools & infrastructure

24 Heterogeneity In Epidemic Population Dynamics (auto label)Systems biology

25 Sequence Analysis Software Pipelines (auto label)Tools & infrastructure

26 Tissue-wide planar cell polarity emerges from local signals in cellular Potts modelsSystems biology

27 AI structure models extended to protein conformational dynamics and ensemble samplingStructural bio & protein design

28 Automated curation and standardization of small-molecule data for predictive modelingTools & infrastructure

29 Network Structured Transmission Modeling (auto label)Systems biology

30 Constraint And Splicing Prioritization (auto label)Transcriptomics

31 Stochastic and multiscale models of tumor, glioma and electrotactic cell dynamicsSystems biology

32 DFT reference data refines torsion parameters and hybrid ML/MM simulation setupStructural bio & protein design

33 Transfer, kernel and penalized methods raise power in genetic association studiesGenomics

34 Interfaced workflow platforms make sequencing and spatial omics analyses reproducibleTools & infrastructure

35 Deep learning automates particle picking, fusion, and event detection in microscopyStructural bio & protein design

36 Structural Basis Of Molecular Recognition (auto label)Structural bio & protein design

37 Protonation and ion handling shape membrane transport and penetration in MD simulationsStructural bio & protein design

38 Biological Dynamics Modeling Frameworks (auto label)Structural bio & protein design

39 Spatial statistics and dimension reduction resolve molecular patterns in omics dataProteomics

40 Physical polymer models connect 3D genome organization to regulatory outputEpigenomics

Week 6, 2026 · Feb 2 – Feb 8

Top 40

Statistical and neural methods for grouped microbiome data analysis

Protein Language Model Embeddings (auto label)

Fusing sequence, structure and graph features for multimodal interaction prediction

LLM agents grounded in raw single-cell data for annotation and perturbation prediction

Modular simulation, LLM documentation auditing and privacy-preserving data access tools

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