这是我们最新精选的有关金属有机框架（MOFs）的全球出版物和专利，涉及许多科学在线期刊，分类并侧重于金属有机框架、二位连接体、异构 MOF、有机连接体、三位连接体、金属有机框架、四位连接体和沸石咪唑框架。
Novel Custom Ensemble Learning Models for Prediction of CO2 Adsorption
Published on 2025-07-09 by Zainab Iyiola, Eric Thompson Brantson, Nneoma Juanita Okeke, Kayode Sanni, Promise Longe @MDPI
Abstract: The accurate prediction of carbon dioxide (CO2) adsorption in metal–organic frameworks (MOFs) is critical for accelerating the discovery of high-performance materials for post-combustion carbon capture. Experimental screening of MOFs is often costly and time-consuming, creating a strong incentive to develop reliable data-driven models. Despite extensive research, most studies rely on standalone models or generic ensemble strategies that fall short in handling the complex, nonlinear[...]
Our summary: Custom ensemble learning models developed for accurate prediction of CO2 adsorption in metal-organic frameworks. High-performance materials for post-combustion carbon capture can be discovered faster with reliable data-driven models. The novel ensemble framework integrates five regression algorithms and outperforms standalone and generic ensemble strategies.
Ensemble Learning, CO2 Adsorption, Metal-organic Frameworks, Prediction
Publication
Composition for inducing dendritic cell differentiation, comprising metal-organic framework, and use thereof
Patent published on the 2025-07-03 in WO under Ref WO2025143482 by MEDIARK INC [KR] (Kim Se Na [kr], Chun Nea Young [kr], Oh Yu Jin [kr])
Abstract: The present invention relates to a composition for inducing dendritic cell differentiation, comprising a metal-organic framework, and a use thereof, the composition having the effect of not only enabling the increasing of the expression of surface protein markers of dendritic cells, but also enabling the inducing of differentiation into dendritic cells having enhanced viability and migration properties when administered into an individual.[...]
Our summary: Composition for inducing dendritic cell differentiation using metal-organic framework, enhancing cell viability and migration.
dendritic cell differentiation, metal-organic framework, surface protein markers, viability and migration properties
Patent
Novel metal-organic framework and preparation method thereof
Patent published on the 2025-07-03 in WO under Ref WO2025143483 by MEDIARK INC [KR] (Kim Se Na [kr], Chun Nea Young [kr])
Abstract: The present invention relates to a novel metal-organic framework (MOF) and a preparation method thereof, and specifically to a surface-modified novel metal-organic framework which, compared to a metal-organic framework which has not been surface-modified, has an increased specific surface area and a large pore diameter. In addition, the surface-modified metal-organic framework prepared by the preparation method for a novel metal-organic framework according to the present invention has an excelle[...]
Our summary: Novel metal-organic framework with increased surface area and pore diameter, excellent binding effect with nucleic acids, suitable as a carrier.
metal-organic framework, preparation method, surface-modified, nucleic acids
Patent
Manganese doped metal organic frameworks and methods of making and use thereof
Patent published on the 2025-06-19 in WO under Ref WO2025128952 by BOARD OF REGENTS THE UNIV OF TEXAS SYSTEM [US] (Gassensmith Jeremiah J [us], Howlett Thomas S [us])
Abstract: Disclosed herein are manganese doped metal organic frameworks and methods of making and use thereof. For example, disclosed herein is a manganese doped metal organic framework (Mn-MOF) comprising a metal organic framework (MOF) comprising a zeolitic imidazolate framework (ZIF) comprising metal ions connected by imidazolate linkers, wherein the metal ions comprise Mn and Zn. In some examples, the Mn-MOF comprises from greater than 0% to 50% (mol%) Mn based on the total amount of metal ions. Also [...]
Our summary: Manganese doped metal organic frameworks with Mn and Zn ions connected by imidazolate linkers, methods of making and using the Mn-MOFs, up to 50% Mn content in the framework.
metal organic frameworks, manganese doping, methods of making, methods of use
Patent
Metal-organic framework for electrochemical biosensor electrode, working electrode for electrochemical biosensor including same, electrochemical biose
Patent published on the 2025-06-12 in WO under Ref WO2025121580 by SOONCHUNHYANG UNIV INDUSTRY ACADEMY COOPERATION FOUNDATION [KR] (Kim Tae Hyun [kr])
Abstract: The present invention relates to: an electrochemical biosensor capable of effectively and sensitively detecting alfuzosin; an electrode applied thereto; a metal-organic framework (MOF) which includes a zinc/cobalt oxide and is applied in manufacturing the electrode; and methods for manufacturing same.[...]
Our summary: Electrochemical biosensor for detecting alfuzosin with MOF electrode manufacturing methods.
metal-organic framework, electrochemical biosensor electrode, working electrode, electrochemical biosensor
Patent
Metal-organic framework materials for carbon dioxide capture under high humidity
Patent published on the 2025-06-05 in WO under Ref WO2025117880 by NORTHWESTERN UNIV [US] (Wang Xiaoliang [us], Farha Omar [us], Snurr Randall [us], Alzayer Maytham [sa])
Abstract: A material is provided comprising a Zn-(methyl triazolate)-(oxalate) metal-organic framework (MOF) having a chemical formula of Zn(3-methyl-1H-1,2,4-triazolate)(oxalate)0.5 (Zn(mtz)(ox)0.5) and comprising oxalate groups forming oxalate layers and (mtz)Zn2(mtz) groups forming (mtz)Zn2(mtz) layers. In some embodiments, oxalate groups of adjacent oxalate layers are parallel, wherein each methyl group of each (mtz)Zn2(mtz) group is oriented in opposing directions, and wherein adjacent methyl groups [...]
Our summary: Metal-organic framework material for carbon dioxide capture under high humidity, comprising Zn-(methyl triazolate)-(oxalate) MOF with specific chemical formula and structure. Methods for CO2 capture and synthesis of Zn-(methyl triazolate)-(oxalate) MOFs.
metal-organic framework, carbon dioxide capture, high humidity, Zn-(methyl triazolate)-(oxalate)
Patent
Metal-organic frameworks for selective ion extraction
Patent published on the 2025-06-05 in WO under Ref WO2025117666 by SCHLUMBERGER TECH B V [NL] (Binet Florence [us], Perroni Dominic [us], Sams Gary W [us], Nirgudkar Prasanna [us], Shampine Rod William [us], Mahavadi Sharath Chandra [us], Bhattacharya Arindam [us])
Abstract: A metal-organic framework (MOF) may include a body including a MOF crystal having a composition selected to selectively extract one or more elements of interest from an aqueous solution. The MOF may include a plurality of MOF crystals bound by a bonding agent.[...]
Our summary: Metal-organic frameworks for selective extraction of elements from aqueous solutions, MOF crystals bound by bonding agent, high selectivity for specific elements.
Metal-organic frameworks, selective ion extraction, MOF crystals, aqueous solution
Patent
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