What can we Learn from Quantum Convolutional Neural Networks?
Quantum Convolutional Neural Networks have been long touted as one of the premium architectures for quantum machine learning (QML). But what exactly makes them so successful for tasks involving quantum data? This study unlocks some of these mysteries; particularly highlighting how quantum data embedding provides a basis for superior performance in ...
Chukwudubem Umeano+3 more
wiley +1 more source
Divine Self‐Disclosure in Filial Values: The Problem of Guided Goodness
Abstract This article’s main thesis is that divine self‐disclosure to humans is best understood in terms of manifested filial values with a distinctive moral intention aimed at cultivating righteousness. To that end, it identifies and clarifies a neglected problem of guided goodness and its significance for God’s self‐disclosure in manifested filial ...
Paul K. Moser
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(1) A New Geometry (2) Algebra Part II, for the Use of Students preparing for the Intermediate and Previous Examinations of Indian Universities (3) Parametric Coefficients in the Differential Geometry of Curves [PDF]
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Open and Closed Loop Approaches for Energy Efficient Quantum Optimal Control
Concepts from quantum thermodynamics and optimal control are blended to derive a theoretical framework to quantify and minimize the energetic cost of a pulse for unitary synthesis. Two complementary techniques (based on GRAPE and Reinforce‐DRL) are implemented as open‐source software that co‐optimizes the fidelity and energetic cost within quantum ...
Sebastiaan Fauquenot+2 more
wiley +1 more source
Neural networks for structured grid generation. [PDF]
Khairullin B, Rykovanov S, Zagidullin R.
europepmc +1 more source
M. Karoubi and C. Leruste, Algebraic topology via differential geometry (London Mathematical Society Lecture Note Series 99, Cambridge University Press1987) 363 pp. 0 521 31714 2, £15.(Originally published in French as Méthodes de géométrie différentielle en topologie algébrique, Paris 1982.) [PDF]
J. W. Bruce
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Towards a Semiautonomous Young Spruce Forest Late Cleaning
ABSTRACT Cleaning a seedling spruce stand is an important silvicultural task required to help the young spruce trees thrive. It is usually manual work with a clearing saw. Mechanized solutions have been proposed, but they have not worked out well, since the driver has challenges in seeing the seedling trees that should be left growing.
Issouf Ouattara+3 more
wiley +1 more source
Windowed Green function method for wave scattering by periodic arrays of 2D obstacles
Abstract This paper introduces a novel boundary integral equation (BIE) method for the numerical solution of problems of planewave scattering by periodic line arrays of two‐dimensional penetrable obstacles. Our approach is built upon a direct BIE formulation that leverages the simplicity of the free‐space Green function but in turn entails evaluation ...
Thomas Strauszer‐Caussade+3 more
wiley +1 more source
Lorentzian bordisms in algebraic quantum field theory. [PDF]
Bunk S, MacManus J, Schenkel A.
europepmc +1 more source
Generalized teleparallel de Sitter geometries. [PDF]
Coley AA+3 more
europepmc +1 more source