Harnessing the power of machine learning for carbon capture, utilisation, and storage (CCUS)–a state-of-the-art review
Carbon capture, utilisation and storage (CCUS) will play a critical role in future
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …
Material evolution with nanotechnology, nanoarchitectonics, and materials informatics: what will be the next paradigm shift in nanoporous materials?
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 …
society. With the shift toward sustainable living, it is anticipated that the development of …
The role of machine learning in the understanding and design of materials
Developing algorithmic approaches for the rational design and discovery of materials can
enable us to systematically find novel materials, which can have huge technological and …
enable us to systematically find novel materials, which can have huge technological and …
Performance-based screening of porous materials for carbon capture
Computational screening methods have changed the way new materials and processes are
discovered and designed. For adsorption-based gas separations and carbon capture, recent …
discovered and designed. For adsorption-based gas separations and carbon capture, recent …
Inverse design of porous materials using artificial neural networks
Generating optimal nanomaterials using artificial neural networks can potentially lead to a
notable revolution in future materials design. Although progress has been made in creating …
notable revolution in future materials design. Although progress has been made in creating …
From 3D to 2D zeolite catalytic materials
J Přech, P Pizarro, DP Serrano, J Čejka - Chemical Society Reviews, 2018 - pubs.rsc.org
Research activities and recent developments in the area of three-dimensional zeolites and
their two-dimensional analogues are reviewed. Zeolites are the most important industrial …
their two-dimensional analogues are reviewed. Zeolites are the most important industrial …
A machine learning approach to zeolite synthesis enabled by automatic literature data extraction
Zeolites are porous, aluminosilicate materials with many industrial and “green” applications.
Despite their industrial relevance, many aspects of zeolite synthesis remain poorly …
Despite their industrial relevance, many aspects of zeolite synthesis remain poorly …
Advances in theory and their application within the field of zeolite chemistry
V Van Speybroeck, K Hemelsoet, L Joos… - Chemical Society …, 2015 - pubs.rsc.org
Zeolites are versatile and fascinating materials which are vital for a wide range of industries,
due to their unique structural and chemical properties, which are the basis of applications in …
due to their unique structural and chemical properties, which are the basis of applications in …
Materials genomics methods for high-throughput construction of COFs and targeted synthesis
Materials genomics represents a research mode for materials development, for which
reliable methods for efficient materials construction are essential. Here we present a …
reliable methods for efficient materials construction are essential. Here we present a …
New stories of zeolite structures: their descriptions, determinations, predictions, and evaluations
Y Li, J Yu - Chemical reviews, 2014 - ACS Publications
Zeolites are an important class of inorganic crystalline materials that have been widely used
in the fields of petroleum refining, petrochemical industry, and fine chemical industry, as …
in the fields of petroleum refining, petrochemical industry, and fine chemical industry, as …