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

DataFunSummit

Feb 22, 2022 · Artificial Intelligence

Graph Pretraining Techniques for Molecular Representation and Their Applications in Drug Discovery

This article reviews the motivation, methods, and results of graph-based self‑supervised pretraining for molecular data, introduces the ChemRL‑GEM model that incorporates 3‑D structural information, and demonstrates its superior performance on ADMET, affinity prediction, and benchmark competitions using the PaddleHelix platform.

AIChemistryMolecular Representation

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Graph Pretraining Techniques for Molecular Representation and Their Applications in Drug Discovery