Plate Layout Generator

The Plate Layout Generator creates reproducible microplate layouts for high-throughput assays. It supports standard SBS plate formats (96, 384, 1536) and outputs precise well coordinates and per-well metadata. Researchers plan sample placement, controls, and dilution schemes; automation engineers prepare mappings for liquid handlers and plate readers. Core functionality maps standard row/column coordinates to wells, assigns samples or controls, and exports machine-friendly formats.

Conceptually, the tool treats a plate as a two-dimensional grid and applies user-defined patterns or arbitrary assignments. The core data model stores plate_type, a per-well identifier, and optional attributes such as sample_id, concentration, or treatment. Outputs include a CSV plate_map and a JSON mapping that downstream systems can ingest. The tool enforces naming consistency (A-H, 1-12 for 96-well; extended row sets for larger formats) and validates that wells exist for the selected plate type.

Beneficiaries include lab technicians preparing assay plates, data scientists integrating plate maps into experiments, and software teams feeding automation pipelines. Its value lies in deterministic layouts, clear traceability, and straightforward exports that reduce transcription errors and setup time.