Found 29 Documents (Results 1–29)
Dimensionality reduction through convolutional autoencoders for fracture patterns prediction. (English) Zbl 1510.68099
Manifold learning for coherent design interpolation based on geometrical and topological descriptors. (English) Zbl 1539.74284
Accelerating phase-field predictions via recurrent neural networks learning the microstructure evolution in latent space. (English) Zbl 1507.74257
MSC:
74M25
An adaptive eigenfunction basis strategy to reduce design dimension in topology optimization. (English) Zbl 07863847
Stress tensor and gradient of hydrostatic pressure in the contact plane of axisymmetric bodies under normal and tangential loading. (English) Zbl 07809733
Multi-dimensional wavelet reduction for the homogenisation of microstructures. (English) Zbl 1441.74308
Critical analysis of two-dimensional heat balance equations of composite plates obtained in terms of the variational principles of thermal conductivity theory. II: Model problem. (Ukrainian, English) Zbl 1463.74046
Reviewer: V. V. Vlasov (Moscow)
Critical analysis of two-dimensional heat balance equations derived for composite plates in terms of the variational principles of thermal conductivity theory. I: General two-dimensional theories. (Russian, English) Zbl 1463.74022
Reviewer: V. M. Musaev (Baku)
On the use of local maximum entropy approximants for Cahn-Hilliard phase-field models in 2D domains and on surfaces. (English) Zbl 1440.74370
Some applications of compressed sensing in computational mechanics: model order reduction, manifold learning, data-driven applications and nonlinear dimensionality reduction. (English) Zbl 1464.74394
MSC:
74S99
Stochastic modelling of crack propagation in materials with random properties using isometric mapping for dimensionality reduction of nonlinear data sets. (English) Zbl 07867275
Short note: method of dimensionality reduction for compressible viscoelastic media. II: Frictionless normal contact for arbitrary shear and bulk rheologies. (English) Zbl 07803557
The extension of the method of dimensionality reduction to layered elastic media. (English) Zbl 07776849
Short note: method of dimensionality reduction for compressible viscoelastic media. I: Frictionless normal contact of a Kelvin-Voigt solid. (English) Zbl 07776825
Adhesive tangential impact without slip of a rigid sphere and a power-law graded elastic half-space. (English) Zbl 07777520
MSC:
74M20
Exact one-dimensional mapping of axially symmetric elastic contacts with superimposed normal and torsional loading. (English) Zbl 07775158
The extension of the method of dimensionality reduction to non-compact and non-axisymmetric contacts. (English) Zbl 07775100
Impact of an elastic sphere with an elastic half space with a constant coefficient of friction: numerical analysis based on the method of dimensionality reduction. (English) Zbl 07775092
Rebound indentation problem for a viscoelastic half-space and axisymmetric indenter – solution by the method of dimensionality reduction. (English) Zbl 07775081
Sparse variational Bayesian approximations for nonlinear inverse problems: applications in nonlinear elastography. (English) Zbl 1425.65132
A simple method for solving adhesive and non-adhesive axisymmetric contact problems of elastically graded materials. (English) Zbl 1423.74666
Design-space dimensionality reduction in shape optimization by Karhunen-Loève expansion. (English) Zbl 1423.74743
MSC:
74P15
A low-dimensional principal manifold as the “attractor backbone” of a chaotic beam system. (English) Zbl 1314.35011
Method of dimensionality reduction in contact mechanics and friction. English translation by Joshua A. T. Gray. (English) Zbl 1314.74004
Berlin: Springer (ISBN 978-3-642-53875-9/hbk; 978-3-642-53876-6/ebook). xvii, 265 p. (2015).
Reviewer: Prabhat Kumar Mahanti (Saint John)
Nonlinear manifold learning for meshfree finite deformation thin-shell analysis. (English) Zbl 1352.74176
Nonlinear manifold learning for model reduction in finite elastodynamics. (English) Zbl 1286.74021
MSC:
74B20
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