Metal‐Organic Frameworks for Photocatalytic Water Splitting and CO2 Reduction
Photocatalytic water splitting and carbon dioxide (CO2) reduction provide promising
solutions to global energy and environmental issues. In recent years, metal‐organic …
solutions to global energy and environmental issues. In recent years, metal‐organic …
Metal–organic frameworks as electrocatalysts
Transition metal complexes are well‐known homogeneous electrocatalysts. In this regard,
metal–organic frameworks (MOFs) can be considered as an ensemble of transition metal …
metal–organic frameworks (MOFs) can be considered as an ensemble of transition metal …
Leveraging large language models for predictive chemistry
KM Jablonka, P Schwaller… - Nature Machine …, 2024 - nature.com
Abstract Machine learning has transformed many fields and has recently found applications
in chemistry and materials science. The small datasets commonly found in chemistry …
in chemistry and materials science. The small datasets commonly found in chemistry …
Trace removal of benzene vapour using double-walled metal–dipyrazolate frameworks
In principle, porous physisorbents are attractive candidates for the removal of volatile
organic compounds such as benzene by virtue of their low energy for the capture and …
organic compounds such as benzene by virtue of their low energy for the capture and …
Metal-organic framework-derived transition metal chalcogenides (S, Se, and Te): Challenges, recent progress, and future directions in electrochemical energy storage …
Metal-organic framework (MOF) is one of the well-investigated nanomaterials with favorable
properties exhibiting high surface area and tailorable porosity. In energy storage systems …
properties exhibiting high surface area and tailorable porosity. In energy storage systems …
Computational discovery of transition-metal complexes: from high-throughput screening to machine learning
Transition-metal complexes are attractive targets for the design of catalysts and functional
materials. The behavior of the metal–organic bond, while very tunable for achieving target …
materials. The behavior of the metal–organic bond, while very tunable for achieving target …
Understanding and controlling the nucleation and growth of metal–organic frameworks
Metal–organic frameworks offer a diverse landscape of building blocks to design high
performance materials for implications in almost every major industry. With this diversity …
performance materials for implications in almost every major industry. With this diversity …
Recent advances in metal/covalent organic frameworks based materials: Their synthesis, structure design and potential applications for hydrogen production
In recent years, both-organic frameworks (MOFs) based and covalent-organic frameworks
(COFs) based materials have been extensively utilized for catalysis because of their specific …
(COFs) based materials have been extensively utilized for catalysis because of their specific …
A multi-modal pre-training transformer for universal transfer learning in metal–organic frameworks
Metal–organic frameworks (MOFs) are a class of crystalline porous materials that exhibit a
vast chemical space owing to their tunable molecular building blocks with diverse …
vast chemical space owing to their tunable molecular building blocks with diverse …
Mitigating metal-organic framework (MOF) toxicity for biomedical applications
Metal-organic frameworks (MOFs) are a novel class of crystalline porous materials,
consisting of metal ions and organic linkers. These hybrid materials possess exceptional …
consisting of metal ions and organic linkers. These hybrid materials possess exceptional …