Emerging applications of zeolites in catalysis, separation and host–guest assembly

Y Li, J Yu - Nature Reviews Materials, 2021 - nature.com
Zeolites are a family of microporous crystalline materials, which, since the 1940s, have had
an indispensable role in the chemical industry as catalysts, adsorbents and ion exchangers …

Material evolution with nanotechnology, nanoarchitectonics, and materials informatics: what will be the next paradigm shift in nanoporous materials?

W Chaikittisilp, Y Yamauchi, K Ariga - Advanced Materials, 2022 - Wiley Online Library
Materials science and chemistry have played a central and significant role in advancing
society. With the shift toward sustainable living, it is anticipated that the development of …

Machine learning meets with metal organic frameworks for gas storage and separation

C Altintas, OF Altundal, S Keskin… - Journal of Chemical …, 2021 - ACS Publications
The acceleration in design of new metal organic frameworks (MOFs) has led scientists to
focus on high-throughput computational screening (HTCS) methods to quickly assess the …

[PDF][PDF] Integrating renewable energy with fuel synthesis: Conceptual framework and future directions

DE Ekechukwu, GO Daramola… - Engineering Science & …, 2024 - researchgate.net
Integrating renewable energy with fuel synthesis: Conceptual framework and future
directions Page 1 Engineering Science & Technology Journal, Volume 5, Issue 6, June …

Using machine learning and data mining to leverage community knowledge for the engineering of stable metal–organic frameworks

A Nandy, C Duan, HJ Kulik - Journal of the American Chemical …, 2021 - ACS Publications
Although the tailored metal active sites and porous architectures of MOFs hold great promise
for engineering challenges ranging from gas separations to catalysis, a lack of …

Ionic covalent organic frameworks for energy devices

X Liang, Y Tian, Y Yuan, Y Kim - Advanced Materials, 2021 - Wiley Online Library
Covalent organic frameworks (COFs) are a class of porous crystalline materials whose facile
preparation, functionality, and modularity have led to their becoming powerful platforms for …

Metal-organic frameworks for water vapor adsorption

L Shi, KO Kirlikovali, Z Chen, OK Farha - Chem, 2024 - cell.com
The development of stable physisorbents for water adsorption-related applications has
attracted considerable attention owing to the demands of efficient water vapor capture in …

[PDF][PDF] Advancements in catalysts for zero-carbon synthetic fuel production: A comprehensive review

DE Ekechukwu, GO Daramola… - GSC Advanced Research …, 2024 - researchgate.net
The quest for sustainable and environmentally friendly energy sources has intensified the
focus on zero-carbon synthetic fuel production. Catalysts play a pivotal role in this process …

Machine learning-driven catalyst design, synthesis and performance prediction for CO2 hydrogenation

M Asif, C Yao, Z Zuo, M Bilal, H Zeb, S Lee… - Journal of Industrial and …, 2024 - Elsevier
Atmospheric concentrations of CO 2 must be lowered to mitigate climate change and rising
global temperatures. CO 2 utilization is the most promising approach for the sustainable …

Computational and Machine Learning Methods for CO2 Capture Using Metal–Organic Frameworks

H Mashhadimoslem, MA Abdol, P Karimi… - ACS …, 2024 - ACS Publications
Machine learning (ML) using data sets of atomic and molecular force fields (FFs) has made
significant progress and provided benefits in the fields of chemistry and material science …