Statistical evaluation of electric field distributions in 3D composites with a random spatial distribution of dielectric inclusions
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Applied Physics"
DOI: 10.1063/5.0217298
Abstract: Electromagnetic applications of composites often impose constraints on the internal electric fields, such as an upper limit on the field strength to prevent local heating or dielectric breakthrough. However, owing to heterogeneity, the local fields… read more here.
Keywords: field; field strength; spatial distribution; electric field ... See more keywords
Reaction-diffusion on random spatial networks with scale-free jumping rates via effective medium theory
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DOI: 10.1103/physreve.98.032313
Abstract: We study epidemic processes using a metapopulation approach on the line featuring random transport rates between arbitrarily distant sites. An average transport network is found using a recently developed variant of the effective medium approximation… read more here.
Keywords: random spatial; medium; reaction diffusion; diffusion random ... See more keywords
LDS3Pool: Pooling with Quasi-Random Spatial Sampling via Low-Discrepancy Sequences and Hilbert Ordering
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DOI: 10.3390/math13183016
Abstract: Feature map pooling in convolutional neural networks (CNNs) serves the dual purpose of reducing spatial dimensions and enhancing feature invariance. Current pooling approaches face a fundamental trade-off: deterministic methods (e.g., MaxPool and AvgPool) lack regularization… read more here.
Keywords: low discrepancy; quasi random; spatial sampling; random spatial ... See more keywords