Week 30, 2026 · Jul 20 – Jul 26

Top 40

Systems biology

Regional brain organization metrics test normative models, criticality, and morphometry

Genomics

Multi-omic and structural data are converted into drug and target prioritization outputs

Tools & infrastructure

Benchmarks and packaged pipelines standardize omics analysis tools

Systems biology

Noise-driven dynamics shape neuronal firing, calcium states, and gait fluctuations

Epigenomics

Benchmarks and tools expose technical biases in sequencing-based genomic assays

6 Noise, feedback and network structure shape emergent states in biological modelsSystems biology

7 Computational models link genetic variants to RNA binding and cell-type expressionTools & infrastructure

8 Structure-aware language models detect resistance genes and map variant activityML / AI methods

9 Correcting RNA degradation and hashtag demultiplexing in single-cell transcriptomicsSystems biology

10 Adhesion, noise, and discretization shape collective and single-cell migration modelsSystems biology

11 Reproducible tools for assessing and streamlining omics data analysis workflowsTools & infrastructure

12 MD ensembles and replica-exchange sampling map folding and binding pathwaysStructural bio & protein design

13 Reduced recurrent models reproduce complex dynamics across neural and molecular systemsSystems biology

14 Chromosome-level assemblies link genome gigantism and gene loss to lineage evolutionGenomics

15 Context-aware models refine variant calling, eQTL mapping and polygenic predictionGenomics

16 Benchmarks probe AlphaFold model accuracy across peptides, RNA, and antibody complexesStructural bio & protein design

17 Protein language model embeddings enable sequence-based prediction of protein traitsML / AI methods

18 Simulations Link RNA Modifications to Conformation and Electronic StructureStructural bio & protein design

19 Reproducible environments, DNA library design and standard formats for biology toolsStructural bio & protein design

20 Biophysical models link ion channel, noise and modulation to network firing dynamicsSystems biology

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21 New tools speed variant annotation, GWAS, and epigenomic and cytometry analysisTools & infrastructure

22 Sequence- and structure-based models predict protein function and dynamicsML / AI methods

23 Learned multimodal and graph representations for protein and RNA predictionML / AI methods

24 Network models nominate interventions from omics and screening dataSystems biology

25 Benchmarks for AI virtual cell models are being tested for scientific validityML / AI methods

26 Fitted mechanistic models link single-cell and patient omics to regulatory dynamicsML / AI methods

27 Transformer and deep learning tools benchmarked against established genomics methodsGenomics

28 Shared embeddings fuse tissue images, spatial transcriptomes and molecular profilesML / AI methods

29 Biological foundation models face scrutiny over pretraining, benchmarks, and baselinesML / AI methods

30 Encoding spatial and relational structure in high-dimensional omics analysisSingle-cell

31 Ancient and phased human genomes test selection and imputation inference methodsGenomics

32 Internal ground truths benchmark RNA-seq transcript and expression inference toolsGenomics

33 Comparative genomics partitions duplication, transfer and synteny across lineagesGenomics

34 Integrating diverse variant and annotation data to improve genetic risk predictionGenomics

35 MD simulations link conformational states to membrane binding and organizationStructural bio & protein design

36 Graph storage and streaming parsers reshape population-scale variant computationTools & infrastructure

37 Learned models link histology and spatial transcriptomics to predict expression and nichesTools & infrastructure

38 Isoform-resolved single-cell and single-molecule methods quantify transcript variantsEpigenomics

39 Generative models steered by RL, fragments, and SMARTS for molecule and linker designStructural bio & protein design

40 Spatial and single-cell models infer multicellular motifs, regulators and disease linksSingle-cell