[HTML][HTML] Topology optimization of multi-scale structures: a review

J Wu, O Sigmund, JP Groen - Structural and Multidisciplinary Optimization, 2021 - Springer
… and discuss open research questions. This review is supplemented with our implementation
of … Therefore, we will now review some theoretical aspects about the problem formulation for …

A survey of modeling and optimization methods for multi-scale heterogeneous lattice structures

Y Liu, G Zheng, N Letov… - … Design, 2021 - asmedigitalcollection.asme.org
… as aerospace [1] and medical implants manufacturers [2]. For … of a multi-scale problem
comes from theoretical physics and … multi-scale geometric modeling is application of multi-scale

Computational pharmaceutics-A new paradigm of drug delivery

W Wang, Z Ye, H Gao, D Ouyang - Journal of Controlled Release, 2021 - Elsevier
… We not only summarized the theories and progress of these … Computational pharmaceutics
is able to provide multi-scale lenses to … The requirement about this prior knowledge should be …

On the wave dispersion of a multi-scale hybrid nanocomposite microstructure via deep neural network technique

X Wei - Journal of Vibration and Control, 2023 - journals.sagepub.com
… In their article, shear deformation displacement theory was … In this regard, equation 22
is directly implemented and … of the shear deformable theory and couple stress constitutive …

Novel material representation method via a deep learning model for multi-scale topology optimization

M Seo, S Min - Advances in Engineering Software, 2022 - Elsevier
… problem is limited by the available computing resources and is complicated to implement. …
Homogenization theory is based on asymptotic expansion and the periodicity assumption. In …

Automatic vertebral fracture and three-column injury diagnosis with fracture visualization by a multi-scale attention-guided network

S Zhang, Z Zhao, L Qiu, D Liang, K Wang, J Xu… - Medical & Biological …, 2023 - Springer
… The DF three-column theory [11, 12] is widely accepted to … of our knowledge, it is the first
application of deep learning in … After excluding the vertebrae with metal implants, we studied …

Multi-scale, Image-Based Modelling and Optimization of Neurostimulation by Extrinsic Electric Fields and Focused Ultrasound

H Montanaro - 2020 - research-collection.ethz.ch
… establish unprecedentedly realistic multi-scale modelling of … validation in three application
areas: (i) retinal prosthetics (joint … neural mass and mean field theory approaches, model these …

Spectral decomposition for graded multi-scale topology optimization

T Kumar, S Sridhara, B Prabhune, K Suresh - Computer Methods in …, 2021 - Elsevier
Multi-scale topology optimization (MTO) is exploited today in applications that require designs
with large surface-to-volume ratio. Further, with the advent of additive manufacturing, MTO …

Constitutive relationship of fabric rubber composites and its application

X Xu, G Wang, H Yan, X Yao - Composite Structures, 2022 - Elsevier
… mechanics, directional and multi-scale models. However, with … to summarize and interpret
existing theoretical and analytical … knitted textile implants based on the membrane theory and a …

Magnetic resonance image segmentation based on multi-scale convolutional neural network

J Hao, X Li, Y Hou - IEEE Access, 2020 - ieeexplore.ieee.org
… correct diagnosis plan. The results of this study indicate that the multi-scale convolutional
neural … Through multi-scale input, this paper overcomes the need to select specific input scales …