High-Performing Deep Learning Regression Models for Predicting Low-Pressure CO2 Adsorption Properties of Metal–Organic Frameworks

2020 ◽  
Vol 124 (51) ◽  
pp. 27996-28005
Author(s):  
Jake Burner ◽  
Ludwig Schwiedrzik ◽  
Mykhaylo Krykunov ◽  
Jun Luo ◽  
Peter G. Boyd ◽  
...  
Keyword(s):  
Deep Learning ◽  
Regression Models ◽  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Low Pressure ◽  
Adsorption Properties ◽  
High Performing ◽  
Metal Organic

New Functionalized Metal–Organic Frameworks MIL-47-X (X = −Cl, −Br, −CH3, −CF3, −OH, −OCH3): Synthesis, Characterization, and CO2 Adsorption Properties

2013 ◽  
Vol 117 (44) ◽  
pp. 22784-22796 ◽  
Author(s):  
Shyam Biswas ◽  
Danny E. P. Vanpoucke ◽  
Toon Verstraelen ◽  
Matthias Vandichel ◽  
Sarah Couck ◽  
...  
Keyword(s):  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Adsorption Properties ◽  
Metal Organic

The accessibility of nitrogen sites makes a difference in selective CO2 adsorption of a family of isostructural metal–organic frameworks

2015 ◽  
Vol 3 (38) ◽  
pp. 19417-19426 ◽  
Author(s):  
Chengling Song ◽  
Jiayi Hu ◽  
Yajing Ling ◽  
YunLong Feng ◽  
Rajamani Krishna ◽  
...  
Keyword(s):  
Crucial Role ◽  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Adsorption Properties ◽  
Metal Organic

Three isostructural metal–organic frameworks exhibit different CO2 adsorption properties depending on the number and orientation of nitrogen sites in the frameworks, and the accessibility of nitrogen sites plays a much more crucial role in enhancing CO2 adsorption.

scholarly journals Effect of metal–ligand ratio on the CO2 adsorption properties of Cu–BTC metal–organic frameworks

RSC Advances ◽  
2018 ◽  
Vol 8 (62) ◽  
pp. 35551-35556 ◽  
Author(s):  
Yuanyuan Liu ◽  
Suqin Liu ◽  
Alexandre A. S. Gonçalves ◽  
Mietek Jaroniec
Keyword(s):  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Adsorption Properties ◽  
Ligand Ratio ◽  
Metal Organic ◽  
Metal Ligand

Initially, in the synthesis of Cu–BTC MOFs some fraction of Cu was expected to be replaced with Mg to enhance its CO2 adsorption properties.

Tailoring the water adsorption properties of MIL-101 metal–organic frameworks by partial functionalization

2015 ◽  
Vol 3 (5) ◽  
pp. 2057-2064 ◽  
Author(s):  
Nakeun Ko ◽  
Pan Gyu Choi ◽  
Jisu Hong ◽  
Miso Yeo ◽  
Siyoung Sung ◽  
...  
Keyword(s):  
Water Uptake ◽  
Water Adsorption ◽  
Metal Organic Framework ◽  
Metal Organic Frameworks ◽  
Low Pressure ◽  
Adsorption Properties ◽  
Uptake Capacity ◽  
Water Uptake Capacity ◽  
Metal Organic ◽  
Organic Framework

Partial functionalization of the metal–organic framework, MIL-101, with –COOH groups is proven effective for enhancing the water uptake capacity at low pressure.

N-Functionality Actuated Largely Improved CO2 Adsorption and Nanomolar Turn-on Detection of Organo-Toxins with Guest-Induced Fluorescence Modulation in Isostructural Diamondoid Frameworks

2021 ◽  
Author(s):  
Manpreet Singh ◽  
Athulya S. Palakkal ◽  
Renjith S. Pillai ◽  
Subhadip Neogi
Keyword(s):  
Carbon Dioxide ◽  
Functional Group ◽  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Turn On ◽  
Metal Organic ◽  
Fluorescence Modulation

Metal-organic frameworks (MOFs) have surfaced as incipient class of multifaceted materials for selective carbon dioxide (CO2) adsorption and luminescent detection of assorted classes of lethal organo-aromatics, where functional group assisted...

Selective CO2 Adsorption by Nitro Functionalized Metal Organic Frameworks

2016 ◽  
Vol 16 (3) ◽  
pp. 1162-1167 ◽  
Author(s):  
Dilip Kumar Maity ◽  
Arijit Halder ◽  
Biswajit Bhattacharya ◽  
Anamika Das ◽  
Debajyoti Ghoshal
Keyword(s):  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Metal Organic

The difference in CO2 adsorption capacities of different functionalized pillar-layered metal-organic frameworks (MOFs)

2021 ◽  
Author(s):  
Xiang-Jing Gao ◽  
Hegen Zheng
Keyword(s):  
Co2 Adsorption ◽  
Metal Organic Frameworks ◽  
Co2 Concentration ◽  
Fossil Energy ◽  
Adsorption Capacities ◽  
Metal Organic ◽  
The Difference

The excessive use of fossil energy has caused the CO2 concentration in the atmosphere to increase year by year. MOFs are ideal CO2 adsorbents that can be used in CO2...

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