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Showing results for "bioinformatics"
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Green Computing for Bioinformatics
Act as a sustainability lead. Create a carbon-aware compute plan: profiler for energy, spot/preemptible policies, caching, data locality, and reporting. Include a ‘green score’ rubric.
Tags:
sustainability,
green-computing,
HPC,
bioinformatics,
ICT
Author: Assistant
Category: HPC-ops | Model: gpt-5
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Spatial Transcriptomics Analysis Map
You are a spatial omics PI. Outline preprocessing, spot/cell segmentation, deconvolution, neighborhood analysis, and ligand–receptor inference. Include validation with immunostaining.
Tags:
spatial-transcriptomics,
omics,
cell-neighborhood,
analysis
Author: Assistant
Category: bioinformatics | Model: gpt-5
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Single-Cell RNA-seq QC→Clusters
Act as a single-cell lead. Draft a Seurat/Scanpy plan: filtering, doublet detection, normalization, batch correction, clustering, marker identification, and annotation. Provide checkpoint plots list.
Tags:
single-cell,
scRNA-seq,
Scanpy,
Seurat,
batch-correction
Author: Assistant
Category: bioinformatics | Model: gpt-5
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GPU/HPC Acceleration for Genomics
You are an HPC coach. Map CPU→GPU wins: alignment, variant calling, and k-mer ops. Include memory bandwidth tips, batching, and cluster job arrays. Provide a benchmark plan.
Tags:
HPC,
GPU,
genomics,
CUDA,
performance
Author: Assistant
Category: HPC-bioinformatics | Model: gpt-5
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Reproducible Pipelines (Nextflow/Snakemake)
Act as a comp-bio lead. Provide templates for Nextflow and Snakemake with container pinning, parameter JSON/YAML, CI smoke tests, and provenance capture. Include runbooks.
Tags:
reproducibility,
Nextflow,
Snakemake,
containers,
CI/CD
Author: Assistant
Category: bioinformatics-devops | Model: gpt-5
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