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Published in 2019 at "Contributions to Plasma Physics"
DOI: 10.1002/ctpp.201800154
Abstract: The authors analyse two‐component electroneutral systems of classical macroions of finite size and point‐like oppositely charged microions. This article deals with the modification of the Debye–Hückel plus hole approximation when a non‐linear screening effect is…
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Keywords:
non linear;
debye ckel;
modification debye;
linear screening ... See more keywords
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Published in 2018 at "International Journal for Numerical Methods in Fluids"
DOI: 10.1002/fld.4420
Abstract: Summary A numerical approximation for the one-dimensional Burgers equation is proposed by means of the Orthogonal Sub-Grid Scales - Variational Multi-Scale (OSGS-VMS) method. We evaluate the role of the variational subscales in describing the Burgers…
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Keywords:
approximation;
one dimensional;
burgers equation;
approximation one ... See more keywords
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Published in 2019 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22120
Abstract: Imbalanced data sets are a common occurrence in important machine learning problems. Research in improving learning under imbalanced conditions has largely focused on classification problems (ie, problems with a categorical dependent variable). However, imbalanced data…
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Keywords:
function approximation;
approximation;
approximation problems;
minority oversampling ... See more keywords
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Published in 2017 at "Mathematische Nachrichten"
DOI: 10.1002/mana.201600273
Abstract: Let A be a Banach operator ideal and X be a Banach space. We undertake the study of the vector space of A-null sequences of Carl and Stephani on X, c0,A(X), from a unified point…
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Keywords:
space;
banach operator;
approximation;
operator ideals ... See more keywords
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Published in 2018 at "Mathematische Nachrichten"
DOI: 10.1002/mana.201600508
Abstract: The paper deals with approximation results with respect to the I†â€ variation by means of a family of discrete operators for I†â€ absolutely continuous functions. In particular, for the considered family of operators and for…
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Keywords:
variation;
approximation;
sampling type;
operators sampling ... See more keywords
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Published in 2019 at "Mathematische Nachrichten"
DOI: 10.1002/mana.201700263
Abstract: Restricted non linear approximation is a generalization of the N‐term approximation in which a measure on the index set of the approximants controls the type, instead of the number, of elements in the approximation. Thresholding…
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Keywords:
smoothness preserving;
approximation;
preserving edges;
thresholding recovering ... See more keywords
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Published in 2019 at "Mathematical Methods in the Applied Sciences"
DOI: 10.1002/mma.5753
Abstract: In this paper, we consider the Poisson‐Boltzmann theory to model the electrostatic potential of a bulk electrolyte containing a single planar charged surface. In the case of a constant surface charge density, we address the…
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Keywords:
analysis spline;
planar;
surface;
surface charge ... See more keywords
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Published in 2019 at "Mathematical Methods in the Applied Sciences"
DOI: 10.1002/mma.6110
Abstract: The KdV equation can be derived via multiple scaling analysis for the approximate description of long waves in dispersive systems with a conservation law. In this paper, we justify this approximation for a system with…
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Keywords:
system;
system unstable;
approximation system;
unstable resonances ... See more keywords
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Published in 2020 at "Mathematical Methods in the Applied Sciences"
DOI: 10.1002/mma.6876
Abstract: The universal approximation property of feedforward neural networks (FNNs) is the basis for all FNNs applications. In almost all existing FNN approximation studies, it is always assumed that the activation function of the network satisfies…
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Keywords:
feedforward neural;
neural networks;
activation function;
function ... See more keywords
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Published in 2018 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.26832
Abstract: To assess the validity of the superposition approximation for crossing fascicles, i.e., the assumption that the total diffusion‐weighted MRI signal is the sum of the signals arising from each fascicle independently, even when the fascicles…
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Keywords:
crossing fascicles;
approximation;
validity;
diffusion weighted ... See more keywords
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Published in 2017 at "Networks"
DOI: 10.1002/net.21742
Abstract: We prove that any polynomial-time $\alpha(n)$-approximation algorithm for the $n$-vertex metric asymmetric Traveling Salesperson Problem yields a polynomial-time $O(\alpha(C))$-approximation algorithm for the mixed and windy Capacitated Arc Routing Problem, where $C$ is the number of…
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Keywords:
approximation algorithm;
approximation;
polynomial time;
problem ... See more keywords