GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

ACS Materials Au · 2026-11-11 · 期刊论文

Abstract Large language models (LLMs) promise to accelerate discovery by reasoning across the ever-expanding landscape of scientific knowledge. Yet, as the reservoir of knowledge grows, the challenge is no longer access to information but rather the ability to connect it in meaningful, domain-spanning ways. In materials science, where discoveries and new hypotheses emerge from bridging insights across disciplines and…

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Isabella Stewart, Tarjei Paule Hage, Yu-Chuan Hsu 等

本文摘自《每日前沿研究简报 · 2026-11-12》「信息科学」。本内容仅用于研究信息整理与科普交流，不构成医疗建议。