Top 40
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Structural bio & protein design
Structure-derived readouts benchmarked across binding, pocket, and interface prediction
Leakage-controlled and fixed-architecture comparisons now test structure-based predictors on binding, pocket, and interface tasks.
Single-cell
Inferring cell- and region-resolved transcriptomic structure from indirect measurements
Recent work infers tissue-resolved expression from histology, sparse assays and population-scale data, extending single-cell and spatial profiling reach.
Structural bio & protein design
ML and physics-based models generate protein conformational ensembles and cryo-EM…
Recent preprints pair learned generative and physics-based models with cryo-EM maps and MD benchmarks to sample protein conformations.
Proteomics
Reference-based evaluation of single-cell and spatial omics analysis methods
Recent single-cell and spatial tools report accuracy against reference datasets or ground truth, with several items benchmarking existing methods.
Genomics
Benchmarked nanopore and low-coverage workflows for genome assembly and plasmid checks
Standardized, benchmarked sequencing workflows are being validated for affordable, reproducible genome and plasmid analysis.