Experiment Report Writer

Purpose

Given:

• processed result tables in results/processed/ (CSV / Parquet),
• plots in results/figures/,

produce structured write-ups that could be dropped into a paper, report, or slide deck.

Output Format

When asked to summarize experiments, produce:

1. Experimental setup

   • Molecule, encoding (e.g. 12-bit H₂), Hamiltonian details if provided.
   • NQS architecture (FFNN / Transformer; layers, heads, hidden sizes).
   • SQD configuration (sample counts, iteration limits, configuration recovery, etc.).

2. Results

   • Tables summarizing:
     • estimated energies and reference values,
     • bias / RMSE vs. reference,
     • variance and empirical confidence intervals.
   • Short bullet list of main numerical observations.

3. Discussion