Week 9, 2026 · Feb 23 – Mar 1

Top 40

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Epigenomics

Computational metrics quantify resistance, foreign-genotype cells and CpG methylation

Single-cell

Inferring temporal cell-state dynamics from snapshot single-cell and spatial data

Tools & infrastructure

Curated knowledge bases convert literature into queryable biomedical evidence

Tools & infrastructure

Sequence Analysis Software Pipelines (auto label)

Structural bio & protein design

Electrostatic And Energetic Model Assessment (auto label)

6 Computational Genome Annotation Tools (auto label)Tools & infrastructure

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

8 Recovering cell-type expression from sparse, mixed, and noisy transcriptomic measurementsML / AI methods

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

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

11 Genome-scale constraint maps proto-gene precursors and duplicate-gene divergenceGenomics

12 Learned Microbiome Models (auto label)ML / AI methods

13 Predicted structures and ensembles used as optimization criteria in biomolecular designStructural bio & protein design

14 Noncoding RNAs in human cells and tissues: annotation and regulatory profilingML / AI methods

15 Pretrained sequence models are probed against DMS, structure and splicing tasks,…ML / AI methods

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

17 Generative design of biomolecules and molecules paired with explicit feasibility scoringStructural bio & protein design

18 Brain-model alignment is probed via gradients, training dynamics, and EEG decodingML / AI methods

19 Rna Regulation Mapping Methods (auto label)Transcriptomics

20 Mechanistic and autoencoder models decode single-cell transcriptional dynamicsSingle-cell

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21 Open software tools are packaging spatial and whole-slide image analysis steps for reuseML / AI methods

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

23 Explicit probabilistic models drive genomic and biological inference tasksML / AI methods

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

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

26 Reduced and agent-based models of tumor, granuloma, and bacterial population dynamicsSystems biology

27 Benchmarks and diagnostics for inferring cell-level structure from single-cell…Tools & infrastructure

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

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

30 ML models infer tumor features from cfDNA fragmentomics and single-cell dataGenomics

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

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

33 Modeling choices alter conclusions drawn from gene regulatory network analysesSystems biology

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

35 Faster tools for protein dynamics: CEST fitting, flexibility, trajectory compressionTools & infrastructure

36 Inhibitory integration, burst-driven weight attractors, and Φ in spiking networksSystems biology

37 Network Structured Transmission Modeling (auto label)Systems biology

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

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

40 Analytical choices shape accuracy in MS-based strain, variant and quantity inferenceProteomics

Week 9, 2026 · Feb 23 – Mar 1

Top 40

Computational metrics quantify resistance, foreign-genotype cells and CpG methylation

Inferring temporal cell-state dynamics from snapshot single-cell and spatial data

Curated knowledge bases convert literature into queryable biomedical evidence

Sequence Analysis Software Pipelines (auto label)

Electrostatic And Energetic Model Assessment (auto label)

Sponsors