arXiv (OAI Expanded)
open access
Evaluating a 4B open-weights local LLM for agentic DFT workflows: a literature reproducibility audit
Agentic workflows in materials science relying on hosted commercial models face severe reproducibility, economic, and data-privacy constraints. To explore fully local agentic science, this work evaluates an open-weights Qwen3:4B model executing an autonomous scientific pipeline across varying hardwa
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