HyperAI Super Neural
HyperAI Super Neural
Nov 20, 2025 · Artificial Intelligence

From 9,874 Papers to 15,000 Structures: MOF‑ChemUnity Rebuilds MOF Knowledge for Explainable AI

MOF‑ChemUnity constructs a scalable, extensible knowledge graph that links millions of MOF names and synonyms to over 15,000 crystal structures using LLM‑driven entity matching, enabling accurate, explainable AI‑assisted material discovery, water‑stability prediction, expert recommendation validation, and graph‑enhanced retrieval across diverse applications.

Graph RAGKnowledge GraphLarge Language Model
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From 9,874 Papers to 15,000 Structures: MOF‑ChemUnity Rebuilds MOF Knowledge for Explainable AI
HyperAI Super Neural
HyperAI Super Neural
Oct 8, 2025 · Fundamentals

Why Metal‑Organic Frameworks Earned the 2025 Nobel Chemistry Prize

The 2025 Nobel Chemistry Prize was awarded to Susumu Kitagawa, Richard Robson and Omar Yaghi for their pioneering development of metal‑organic frameworks, a versatile porous material that can harvest water, capture CO₂, store toxic gases and serve as catalysts or conductive media.

ChemistryMOFMaterials Science
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Why Metal‑Organic Frameworks Earned the 2025 Nobel Chemistry Prize