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MOF

3 articles · Page 1 of 1
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.

Knowledge GraphMOFMaterials Discovery
0 likes · 17 min read
From 9,874 Papers to 15,000 Structures: MOF‑ChemUnity Rebuilds MOF Knowledge for Explainable AI
IT Learning Made Simple
IT Learning Made Simple
Oct 15, 2025 · Fundamentals

Turning Nobel‑Prize MOF into a Liquid‑State Chip: The Key to Future Computing

A largely Chinese research team has fabricated a nanoscale liquid‑state chip using metal‑organic framework (MOF) material, demonstrating transistor‑like proton conduction, ion‑selective switching, and short‑term memory effects that mimic neuronal behavior, suggesting a new pathway toward neuromorphic computing despite remaining stability and cost challenges.

MOFfluidic chipion transistor
0 likes · 10 min read
Turning Nobel‑Prize MOF into a Liquid‑State Chip: The Key to Future Computing
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
0 likes · 4 min read
Why Metal‑Organic Frameworks Earned the 2025 Nobel Chemistry Prize