Computer Simulation of Porous Materials: Current Approaches and Future Opportunities
Computer Simulation of Porous Materials covers the key approaches in the modelling of porous materials, with a focus on how these can be used for structure prediction and to either rationalise or predict a range of properties including sorption, diffusion, mechanical, spectroscopic and catalytic. The book covers the full breadth of (micro)porous materials, from inorganic (zeolites), to organic including porous polymers and porous molecular materials, and hybrid materials (metal-organic frameworks). Through chapters focusing on techniques for specific types of applications and properties, the book outlines the challenges and opportunities in applying approaches and methods to different classes of systems, including a discussion of high-throughput screening. There is a strong forward-looking focus, to identify where increased computer power or artificial intelligence techniques such as machine learning have the potential to open up new avenues of research. Edited by a world leader in the field, this title provides a valuable resource for not only computational researchers, but also gives an overview for experimental researchers. It is presented at a level accessible to advanced undergraduates, postgraduates and researchers wishing to learn more about the topic.
Computer Simulation of Porous Materials: Current Approaches and Future Opportunities, The Royal Society of Chemistry, 2021.
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Chapter 1: Introduction to Computational Modelling of Microporous Materialsp1-26ByKim E. JelfsKim E. JelfsDepartment of Chemistry, Molecular Sciences Research Hub, Imperial College LondonWhite City Campus, Wood LaneW12 0BZUnited Kingdom[email protected]Search for other works by this author on:
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Chapter 2: Structure Prediction of Porous Materialsp27-78ByMatthew A. AddicoatMatthew A. AddicoatSchool of Science and Technology, Nottingham Trent UniversityClifton LaneNottinghamNG11 8NSUK[email protected]Search for other works by this author on:
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Chapter 3: Atomistic Simulations of Mechanical Propertiesp79-121ByJack D. EvansJack D. EvansDepartment of Inorganic Chemistry, Technische Universität DresdenBergstraβe 6601062 DresdenGermany[email protected]Search for other works by this author on:
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Chapter 4: Modelling Sorption and Diffusion Behaviour in Porous Solidsp122-214ByElena BesleyElena BesleySearch for other works by this author on:
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Chapter 5: Spectroscopic and Catalytic Propertiesp215-264ByJordi Morales-Vidal;Jordi Morales-VidalInstitute of Chemical Research of Catalonia (ICIQ), Barcelona Institute of Science and Technology (BIST)Av. Països Catalans 1643007 TarragonaSpain[email protected]Search for other works by this author on:Manuel A. OrtuñoManuel A. OrtuñoInstitute of Chemical Research of Catalonia (ICIQ), Barcelona Institute of Science and Technology (BIST)Av. Països Catalans 1643007 TarragonaSpain[email protected]Search for other works by this author on:
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Chapter 6: Machine Learning in Porous Materialsp265-295ByZ. Jensen;Z. JensenDepartment of Materials Science & Engineering, Massachusetts Institute of Technology02139CambridgeMAUSA[email protected]Search for other works by this author on:E. OlivettiE. OlivettiDepartment of Materials Science & Engineering, Massachusetts Institute of Technology02139CambridgeMAUSA[email protected]Search for other works by this author on:
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