| 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`). | |