Results 161 to 170 of about 48,613 (216)

Towards sustainable architecture: Enhancing green building energy consumption prediction with integrated variational autoencoders and self-attentive gated recurrent units from multifaceted datasets. [PDF]

PLoS One
Zeng Q, Peng F, Han X.
europepmc   +1 more source

VFQB: A Novel Deep Learning Model for Rolling Bearing Fault Diagnosis. [PDF]

Sensors (Basel)
Xiao Z, Xu Y, Cui J.
europepmc   +1 more source

Spectroscopic properties of polyphenols. I - Isobestic and pseudo-isobestic points, their application in the study of organometallic complexes by the method of continuous variations

, 1969
Bernard B. Monties
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Generating Artificial Patients With Reliable Clinical Characteristics Using a Geometry-Based Variational Autoencoder: Proof-of-Concept Feasibility Study.

J Med Internet Res
Ferré F, Allassonnière S, Chadebec C, Minville V.   +3 more
europepmc   +1 more source

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Variational Methods for Evolution

Oberwolfach Reports, 2012
The meeting focused on the last advances in the applications of variational methods to evolution problems governed by partial differential equations. The talks covered a broad range of topics, including large deviation and variational principles, rate-independent evolutions and gradient flows, heat flows in metric-measure spaces, propagation of ...
Alexander Mielke, Felix Otto, Giuseppe Savaré, Ulisse Stefanelli   +3 more
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Variational methods

1994
Publisher Summary This chapter focuses on the use of variational methods in the study of the energy methods of solid mechanics. The Galerkin method can be shown to produce element matrix integral definitions that would be identical to those obtained from a variational form, if one exists. Most nonlinear problems do not have a variational form, yet the
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The Variational Method

2004
In many cases stationary perturbation theory cannot be applied successfully as there may not be a closely related problem which is capable of exact solution.
S. Lokanathan, Ajoy Ghatak
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Variational Methods of Approximation [PDF]

, 1976
In this chapter, we describe several of the more popular variational methods for the approximate solution of boundary-and initial-value problems. For ease in presentation, we confine our attention to linear problems, and most of what we present has to do with elliptic boundary-value problems. In particular, we discuss interpolation properties of finite
J. N. Reddy, J. T. Oden
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The variational collocation method

Computer Methods in Applied Mechanics and Engineering, 2016
We propose the variational collocation method for the numerical solution of partial differential equations. The conceptual basis is the establishment of a direct connection between the Galerkin method and the classical collocation methods, with the perspective of achieving the accuracy of the former with a computational cost of one point evaluation per
Hector Gomez, Laura De Lorenzis
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Variational transcorrelated method

The Journal of Chemical Physics, 2010
We propose a new approach to the use of Jastrow ansatz in the calculation of electron correlations, based on a modification of the transcorrelated method of Boys and Handy [Proc. R. Soc. London, Ser. A 309, 209 (1969)]. In this new method, the original transcorrelated orbital equation is replaced with a general variational equation for the reference ...
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