Experiment Replication
Reconstruct complete experimental blueprints from paper descriptions. Get parameter matrices, mathematical formulations, execution pipelines, and runnable Python simulation scripts.
Features
Parameter Matrix
Extract independent, dependent, and control variables into structured tables with units and ranges.
Mathematical Formulation
Auto-generate LaTeX equations describing the core statistical models and experimental design.
Execution Pipeline
Get a numbered step-by-step plan to replicate the experiment from raw data to conclusion.
Runnable Python Script
Receive a complete, self-contained simulation.py that generates synthetic data and performs the analysis.
Requirements.txt
Auto-generated dependency file with exact package versions needed to run the simulation.
High Precision
Temperature 0.1 and reasoning-level model ensure maximum accuracy in the reconstruction.
Ready to Replicate?
Paste a paper description and get a complete replication blueprint.
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