arxivcs.DLcond-mat.mtrl-scics.AI2026-07-09
An Autonomous Scientific Knowledge Generation Framework for AI-Driven Scientific Discovery
Artificial intelligence (AI) is transforming scientific discovery, but its effectiveness is fundamentally limited by the availability of structured scientific knowledge. Although existing databases have accelerated data-driven materials research, much of the knowledge needed for…