Agentic LLM traces for Conceptual Systems Engineering & Design
Published:
Link: https://zenodo.org/doi/10.5281/zenodo.15855569
This is a dataset hosted on Zenodo.
Abstract
This deposit contains the full LangSmith JSON traces and a corresponding summary CSV for the 60 runs used in Agentic Large Language Models for Conceptual Systems Engineering and Design. Files IDETC-25-Extended_full_traces_2025-07-04.json: complete trace dicts including node structure, timings, tokens, metadata. IDETC-25-Extended_summary_2025-07-04.csv: flattened summary of each run (start time, latency, error, tags, etc.).