Results 21 to 30 of about 10,226,828 (249)
Benchmarking graph neural networks for materials chemistry
npj Computational Materials, 2021 Graph neural networks (GNNs) have received intense interest as a rapidly expanding class of machine learning models remarkably well-suited for materials applications.
Victor Fung +3 more
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Spectroscopy in Materials Chemistry [PDF]
Journal of Spectroscopy, 2015 Today, as nanotech continues to develop, materials chemistry is one of the key fields covering topics such as porous materials, metal-organic-framework materials, photocatalysts, magnetic materials, nanobiomaterials, and energy materials for fuel cells and batteries.
Tifeng Jiao +4 more
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Functional Porous Materials Chemistry [PDF]
Advanced Materials, 2020 descripción no proporcionada por ...
Jihong Yu, Avelino Corma, Yi Li
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Engineering Stable Lead‐Free Tin Halide Perovskite Solar Cells: Lessons from Materials Chemistry
Advances in Materials, 2022 Substituting toxic lead with tin (Sn) in perovskite solar cells (PSCs) is the most promising route toward the development of high‐efficiency lead‐free devices.
Thomas J. Macdonald +4 more
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Imaging the Chemistry of Materials Kinetics
CHIMIA, 2022 The kinetics of most of chemical energy storage and conversion processes is rate-limited by the mass transport through matter. There is an uncertainty on the corresponding kinetic models, especially if based solely on kinetic theory. Henceforth analytical strategies coupled to setups, in order to capture data for overcoming this limitation are ...
Borgschulte, Andreas +10 more
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Colloidal Nanocrystals: A Toolbox for Materials Chemistry
CHIMIA, 2021 Colloidal nanocrystals are the ideal building blocks for the fabrication of functional materials. Using various assembly, patterning or processing techniques, the nanocrystals can be arranged with unprecedented flexibility in 1-, 2- or 3-dimensional ...
Fabian Matter +2 more
doaj +1 more source
Biomacromolecules, 2020 Synthetic 3D Extracellular Matrices (ECM) find application in cell studies, regenerative medicine and drug discovery. While cells cultured in a monolayer may exhibit unnatural behavior and develop very different phenotypes and genotypes than in vivo ...
J. Nicolas +5 more
semanticscholar +1 more source
Reviewing the Safe Shipping of Lithium-Ion and Sodium-Ion Cells: A Materials Chemistry Perspective
Energy Material Advances, 2021 High energy density lithium-ion (Li-ion) batteries are commonly used nowadays. Three decades’ worth of intense research has led to a good understanding on several aspects of such batteries. But, the issue of their safe storage and transportation is still
Ashish Rudola +2 more
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Graph neural networks for materials science and chemistry [PDF]
Communications Materials, 2022 Machine learning plays an increasingly important role in many areas of chemistry and materials science, being used to predict materials properties, accelerate simulations, design new structures, and predict synthesis routes of new materials. Graph neural
Patrick Reiser +10 more
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