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Optimizing the neural network hyperparameters utilizing genetic algorithm
Neural networks (NNs), as one of the most robust and efficient machine learning methods,
have been commonly used in solving several problems. However, choosing proper …
have been commonly used in solving several problems. However, choosing proper …
Acoustic topology optimization of sound absorbing materials directly from subdivision surfaces with isogeometric boundary element methods
This paper presents an acoustic topology optimization approach using isogeometric
boundary element methods based on subdivision surfaces to optimize the distribution of …
boundary element methods based on subdivision surfaces to optimize the distribution of …
Adaptive fourth-order phase field analysis for brittle fracture
We present an adaptive h-refined fourth-order phase field model for studying fracture using
a hybrid-staggered solution scheme. The conventional fourth-order phase field model …
a hybrid-staggered solution scheme. The conventional fourth-order phase field model …
A three-variable high order shear deformation theory for isogeometric free vibration, buckling and instability analysis of FG porous plates reinforced by graphene …
This paper presents a three-variable high order shear deformation plate theory (THSDT) for
free vibration, buckling and instability analysis of functionally graded porous (FGP) plates …
free vibration, buckling and instability analysis of functionally graded porous (FGP) plates …
Computational modeling of fracture in concrete: A review
LM Mauludin, C Oucif - Frontiers of Structural and Civil Engineering, 2020 - Springer
This paper presents a review of fracture modeling of concrete. The complex material, such
as concrete, has been widely used in construction industries and become trending issue in …
as concrete, has been widely used in construction industries and become trending issue in …
Explicit topology optimization using IGA-based moving morphable void (MMV) approach
In the present work, a new IGA-based MMV (moving morphable void) approach for structural
topology optimization is developed. In this approach, the MMV-based topology optimization …
topology optimization is developed. In this approach, the MMV-based topology optimization …
A review article: isogeometric boundary element analysis in engineering applications
AM Shaaban - International Journal of Hydromechatronics, 2022 - inderscienceonline.com
Isogeometric analysis (IGA) in the framework of the boundary element method (BEM) is
reviewed in this paper. IGA is a fundamental tool in computational mechanics which enables …
reviewed in this paper. IGA is a fundamental tool in computational mechanics which enables …
Shape sensing for thin-shell spaceborne antennas with adaptive isogeometric analysis and inverse finite element method
As the preventive maintenance paradigm transfers to condition-based maintenance,
deformation monitoring has become a fundamental system capacity in aerospace …
deformation monitoring has become a fundamental system capacity in aerospace …
Adaptive isogeometric topology optimization using PHT splines
This paper presents a novel adaptive isogeometric topology optimization methodology using
the Geometry Independent Field approximaTion (GIFT) framework for Polynomial splines …
the Geometry Independent Field approximaTion (GIFT) framework for Polynomial splines …
[HTML][HTML] Variational physics-informed neural operator (vino) for solving partial differential equations
Solving partial differential equations (PDEs) is a required step in the simulation of natural
and engineering systems. The associated computational costs significantly increase when …
and engineering systems. The associated computational costs significantly increase when …