Understanding Quantitative Relationship between Methane Storage Capacities and Characteristic Properties of Metal–Organic Frameworks Based on Machine Learning

2019 ◽  
Vol 123 (14) ◽  
pp. 8550-8559 ◽  
Author(s):  
Xuanjun Wu ◽  
Sichen Xiang ◽  
Jiaqi Su ◽  
Weiquan Cai
Keyword(s):  
Machine Learning ◽  
Metal Organic Frameworks ◽  
Quantitative Relationship ◽  
Methane Storage ◽  
Metal Organic

scholarly journals Machine learning the quantum-chemical properties of metal–organic frameworks for accelerated materials discovery

Matter ◽  
2021 ◽  
Author(s):  
Andrew S. Rosen ◽  
Shaelyn M. Iyer ◽  
Debmalya Ray ◽  
Zhenpeng Yao ◽  
Alán Aspuru-Guzik ◽  
...  
Keyword(s):  
Machine Learning ◽  
Quantum Chemical ◽  
Metal Organic Frameworks ◽  
Chemical Properties ◽  
Metal Organic

scholarly journals Unravelling thermal stress due to thermal expansion mismatch in metal–organic frameworks for methane storage

2021 ◽  
Author(s):  
Jelle Wieme ◽  
Veronique Van Speybroeck
Keyword(s):  
Thermal Expansion ◽  
Thermal Stress ◽  
Pressure Coefficient ◽  
Metal Organic Frameworks ◽  
Methane Storage ◽  
Thermal Expansion Mismatch ◽  
Thermal Pressure ◽  
Temperature Changes ◽  
Metal Organic ◽  
The Impact

Thermal stress is present in metal–organic frameworks undergoing temperature changes during adsorption and desorption. We computed the thermal pressure coefficient as a proxy for this phenomenon and discuss the impact of thermal expansion mismatch.

Methane storage in flexible metal–organic frameworks with intrinsic thermal management

Nature ◽  
2015 ◽  
Vol 527 (7578) ◽  
pp. 357-361 ◽  
Author(s):  
Jarad A. Mason ◽  
Julia Oktawiec ◽  
Mercedes K. Taylor ◽  
Matthew R. Hudson ◽  
Julien Rodriguez ◽  
...  
Keyword(s):  
Thermal Management ◽  
Metal Organic Frameworks ◽  
Methane Storage ◽  
Metal Organic ◽  
Flexible Metal

High Methane Storage Working Capacity in Metal–Organic Frameworks with Acrylate Links

2016 ◽  
Vol 138 (32) ◽  
pp. 10244-10251 ◽  
Author(s):  
Juncong Jiang ◽  
Hiroyasu Furukawa ◽  
Yue-Biao Zhang ◽  
Omar M. Yaghi
Keyword(s):  
Metal Organic Frameworks ◽  
Methane Storage ◽  
Working Capacity ◽  
Metal Organic

scholarly journals Tailoring the pore geometry and chemistry in microporous metal–organic frameworks for high methane storage working capacity

2019 ◽  
Vol 55 (76) ◽  
pp. 11402-11405 ◽  
Author(s):  
Kai Shao ◽  
Jiyan Pei ◽  
Jia-Xin Wang ◽  
Yu Yang ◽  
Yuanjing Cui ◽  
...  
Keyword(s):  
Pore Size ◽  
Metal Organic Frameworks ◽  
Pore Geometry ◽  
Methane Storage ◽  
Working Capacity ◽  
Metal Organic

We realized that engineering the pore size/geometry and chemistry in a series of MOFs can optimize the volumetric methane storage working capacity.

Sign in / Sign up

Export Citation Format

Share Document