The mechanical behavior of skin: Structures and models for the finite element analysis

JM Benítez, FJ Montáns - Computers & Structures, 2017 - Elsevier
Soft biological tissues are complex materials with a large structural variety, with differences
in behavior, but with some common characteristics. Skin is an archetypal soft tissue which …

Stretchable ultrasonic arrays for the three-dimensional map** of the modulus of deep tissue

H Hu, Y Ma, X Gao, D Song, M Li, H Huang… - Nature Biomedical …, 2023 - nature.com
Serial assessment of the biomechanical properties of tissues can be used to aid the early
detection and management of pathophysiological conditions, to track the evolution of lesions …

Isotropic incompressible hyperelastic models for modelling the mechanical behaviour of biological tissues: a review

C Wex, S Arndt, A Stoll, C Bruns… - Biomedical Engineering …, 2015 - degruyter.com
Modelling the mechanical behaviour of biological tissues is of vital importance for clinical
applications. It is necessary for surgery simulation, tissue engineering, finite element …

Derivative-informed neural operator: an efficient framework for high-dimensional parametric derivative learning

T O'Leary-Roseberry, P Chen, U Villa… - Journal of Computational …, 2024 - Elsevier
We propose derivative-informed neural operators (DINOs), a general family of neural
networks to approximate operators as infinite-dimensional map**s from input function …

Residual-based error correction for neural operator accelerated infinite-dimensional Bayesian inverse problems

L Cao, T O'Leary-Roseberry, PK Jha, JT Oden… - Journal of …, 2023 - Elsevier
We explore using neural operators, or neural network representations of nonlinear maps
between function spaces, to accelerate infinite-dimensional Bayesian inverse problems …

A deep learning approach to the inverse problem of modulus identification in elasticity

B Ni, H Gao - Mrs Bulletin, 2021 - Springer
The inverse elasticity problem of identifying elastic modulus distribution based on measured
displacement/strain fields plays a key role in various non-destructive evaluation (NDE) …

Linear and nonlinear elastic modulus imaging: an application to breast cancer diagnosis

S Goenezen, JF Dord, Z Sink… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
We reconstruct the in vivo spatial distribution of linear and nonlinear elastic parameters in
ten patients with benign (five) and malignant (five) tumors. The mechanical behavior of …

Scleral anisotropy and its effects on the mechanical response of the optic nerve head

B Coudrillier, C Boote, HA Quigley… - … and modeling in …, 2013 - Springer
This paper presents a computational modeling study of the effects of the collagen fiber
structure on the mechanical response of the sclera and the adjacent optic nerve head …

Linear and nonlinear elasticity imaging of soft tissue in vivo: demonstration of feasibility

AA Oberai, NH Gokhale, S Goenezen… - Physics in Medicine …, 2009 - iopscience.iop.org
We establish the feasibility of imaging the linear and nonlinear elastic properties of soft
tissue using ultrasound. We report results for breast tissue where it is conjectured that these …

Mechanical MNIST: A benchmark dataset for mechanical metamodels

E Lejeune - Extreme Mechanics Letters, 2020 - Elsevier
Metamodels, or models of models, map defined model inputs to defined model outputs.
Typically, metamodels are constructed by generating a dataset through sampling a direct …