Search Results - "Cooper, Samuel J"
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How Machine Learning Will Revolutionize Electrochemical Sciences
Published in ACS energy letters (09-04-2021)“…Electrochemical systems function via interconversion of electric charge and chemical species and represent promising technologies for our cleaner, more…”
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MicroLib: A library of 3D microstructures generated from 2D micrographs using SliceGAN
Published in Scientific data (22-10-2022)“…3D microstructural datasets are commonly used to define the geometrical domains used in finite element modelling. This has proven a useful tool for…”
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Thermal stability and coalescence dynamics of exsolved metal nanoparticles at charged perovskite surfaces
Published in Nature communications (09-11-2024)“…Exsolution reactions enable the synthesis of oxide-supported metal nanoparticles, which are desirable as catalysts in green energy conversion technologies. It…”
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Double perovskite cathodes for proton-conducting ceramic fuel cells: are they triple mixed ionic electronic conductors?
Published in Science and technology of advanced materials (31-12-2017)“…18 O and 2 H diffusion has been investigated at a temperature of 300 °C in the double perovskite material PrBaCo 2 O 5+δ (PBCO) in flowing air containing…”
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5
Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion
Published in Nature machine intelligence (01-04-2021)“…Generative adversarial networks (GANs) can be trained to generate three-dimensional (3D) image data, which are useful for design optimization. However, this…”
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6
Simulated impedance of diffusion in porous media
Published in Electrochimica acta (10-10-2017)“…This paper describes the use of a frequency domain, finite-difference scheme to simulate the impedance spectra of diffusion in porous microstructures. Both…”
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7
Fusion of Complementary 2D and 3D Mesostructural Datasets Using Generative Adversarial Networks
Published in Advanced energy materials (13-01-2023)“…Modelling the impact of a material's mesostructure on device level performance typically requires access to 3D image data containing all the relevant…”
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Impact on energy requirements and emissions of heat pumps and micro-cogenerators participating in demand side management
Published in Applied thermal engineering (22-10-2014)“…The potential impacts of participating in demand side management (DSM) on the performance of air source heat pumps (ASHP) and micro-combined heat and power…”
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On the origin and application of the Bruggeman correlation for analysing transport phenomena in electrochemical systems
Published in Current opinion in chemical engineering (01-05-2016)“…•The Bruggeman correlation relates tortuosity factor of porous media with porosity.•There remains a lack of clarity in the literature surrounding its…”
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Flexible all-fiber electrospun supercapacitor
Published in Journal of power sources (30-04-2018)“…We present an all-fiber flexible supercapacitor with composite nanofiber electrodes made via electrospinning and an electrospun separator. With the addition of…”
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11
Pores for thought: generative adversarial networks for stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries
Published in npj computational materials (25-06-2020)“…The generation of multiphase porous electrode microstructures is a critical step in the optimisation of electrochemical energy storage devices. This work…”
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Uses of industrial energy benchmarking with reference to the pulp and paper industries
Published in Renewable & sustainable energy reviews (01-11-2018)“…Plant operators and policy makers frequently use energy benchmarking to assess the potential for reducing energy consumption from industrial plants. As…”
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13
Materials science in the era of large language models: a perspective
Published in Digital discovery (10-07-2024)“…Large Language Models (LLMs) have garnered considerable interest due to their impressive natural language capabilities, which in conjunction with various…”
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Characterising the structural properties of polymer separators for lithium-ion batteries in 3D using phase contrast X-ray microscopy
Published in Journal of power sources (30-11-2016)“…Separators are an integral component for optimising performance and safety of lithium-ion batteries; therefore, a clear understanding of how their…”
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Journal Article -
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The electrode tortuosity factor: why the conventional tortuosity factor is not well suited for quantifying transport in porous Li-ion battery electrodes and what to use instead
Published in npj computational materials (14-08-2020)“…The tortuosity factor of porous battery electrodes is an important parameter used to correlate electrode microstructure with performance through numerical…”
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Degradation of (La0.6Sr0.4)0.95(Co0.2Fe0.8)O3−δ Solid Oxide Fuel Cell Cathodes at the Nanometer Scale and below
Published in ACS applied materials & interfaces (13-07-2016)“…The degradation of intermediate temperature solid oxide fuel cell (ITSOFC) cathodes has been identified as a major issue limiting the development of ITSOFCs as…”
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Aligned Ionogel Electrolytes for High‐Temperature Supercapacitors
Published in Advanced science (06-03-2019)“…Ionogels are a new class of promising materials for use in all‐solid‐state energy storage devices in which they can function as an integrated separator and…”
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Artefact removal from micrographs with deep learning based inpainting
Published in Digital discovery (11-04-2023)“…Imaging is critical to the characterisation of materials. However, even with careful sample preparation and microscope calibration, imaging techniques can…”
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Journal Article -
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Visualizing the Carbon Binder Phase of Battery Electrodes in Three Dimensions
Published in ACS applied energy materials (27-08-2018)“…This study presents a technique to directly characterize the carbon and binder domain (CBD) in lithium-ion (Li-ion) battery electrodes in three dimensions and…”
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Journal Article -
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Unveiling the mechanisms of solid-state dewetting in Solid Oxide Cells with novel 2D electrodes
Published in Journal of power sources (30-04-2019)“…During the operation of Solid Oxide Cell (SOC) fuel electrodes, the mobility of nickel can lead to significant changes in electrode morphology, with…”
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