README.md

metadata

license: cc-by-4.0
pretty_name: HypothesisDrivenExperimentPlanningBench
task_categories:
  - other
language:
  - en
size_categories:
  - n<1K
tags:
  - kinetics
  - experiment-planning
  - scientific-reasoning
  - synthetic

HypothesisDrivenExperimentPlanningBench

This dataset contains 200 synthetic ground-truth samples for benchmarking experimental design in kinetic mechanism identification.

Each record corresponds to one sampled benchmark instance and includes:

• model_name: mechanism family identifier (M1 to M20)
• k_vector: sampled kinetic constants
• species_list: species names used in the mechanism
• species_map: mapping from species name to index
• reaction_parameter_keys: parameter names associated with the kinetic model
• config: generation settings
• validation_summary: summary of the benchmark validation procedure
• sample_id, sample_index, source_file: bookkeeping fields for traceability

File

• HypothesisDrivenExperimentPlanningBench.jsonl: one JSON record per line

Notes

• This is a synthetic benchmark dataset generated from predefined kinetic mechanism templates and simulator-based validation.
• It is intended for benchmarking and methodology research, not as a direct substitute for real laboratory data.

Source

• Hosted dataset: xq8wvm/HypothesisDrivenExperimentPlanningBench

License

This dataset is released under the Creative Commons Attribution 4.0 International license (CC-BY-4.0).