Multi-Fidelity Gaussian Process Surrogate Modeling of Pediatric Tissue Expansion

Simulation of the 3D hyperelastic behavior of ventricular myocardium using a finite-element based neural-network approach

(2022) Wenbo Zhang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Inference of deformation mechanisms and constitutive response of soft material surrogates of biological tissue by full-field characterization and data-driven variational system identification

(2021) Z. Wang et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Bayesian calibration of a computational model of tissue expansion based on a porcine animal model

(2021) Tianhong Han et al.   Acta Biomaterialia

Mechanical MNIST: A benchmark dataset for mechanical metamodels

(2020) Emma Lejeune   Extreme Mechanics Letters

Mechanisms of stretch-mediated skin expansion at single-cell resolution

(2020) Mariaceleste Aragona et al.   NATURE

Modeling Tissue Expansion with Isogeometric Analysis: Skin Growth and Tissue Level Changes in the Porcine Model

(2020) Lindsay E. Janes et al.   PLASTIC AND RECONSTRUCTIVE SURGERY

On the compressibility and poroelasticity of human and murine skin

(2019) Adam Wahlsten et al.   Biomechanics and Modeling in Mechanobiology

Non-invasive in vivo quantification of human skin tension lines

(2019) D. Laiacona et al.   Acta Biomaterialia

Propagation of uncertainty in the mechanical and biological response of growing tissues using multi-fidelity Gaussian process regression

(2019) Taeksang Lee et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Multi-view stereo in the operating room allows prediction of healing complications in a patient-specific model of reconstructive surgery

(2018) Taeksang Lee et al.   JOURNAL OF BIOMECHANICS

Improving tissue expansion protocols through computational modeling

(2018) Taeksang Lee et al.   Journal of the Mechanical Behavior of Biomedical Materials

Propagation of material behavior uncertainty in a nonlinear finite element model of reconstructive surgery

(2018) Taeksang Lee et al.   Biomechanics and Modeling in Mechanobiology

Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification

(2018) Rohit K. Tripathy et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Salvaging the Unavoidable

(2018) Arun K. Gosain et al.   PLASTIC AND RECONSTRUCTIVE SURGERY

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling

(2017) P. Perdikaris et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Complications of nonbreast tissue expansion: 9Years experience with 44 adult patients and 119 pediatric patients

(2015) Neta Adler et al.   JOURNAL OF PEDIATRIC SURGERY

Characterization of living skin using multi-view stereo and isogeometric analysis

(2014) Adrián Buganza Tepole et al.   Acta Biomaterialia

RECURSIVE CO-KRIGING MODEL FOR DESIGN OF COMPUTER EXPERIMENTS WITH MULTIPLE LEVELS OF FIDELITY

(2014) Loic Le Gratiet et al.   International Journal for Uncertainty Quantification

On skin expansion

(2013) Djenane C. Pamplona et al.   Journal of the Mechanical Behavior of Biomedical Materials

Mechanical properties of human skinin vivo: a comparative evaluation in 300 men and women

(2013) S. Luebberding et al.   SKIN RESEARCH AND TECHNOLOGY

Tissue expansion for correction of scars due to burn and other causes: A retrospective comparative study of various complications

(2012) A. Fochtmann et al.   BURNS

On the biomechanics and mechanobiology of growing skin

(2012) Alexander M. Zöllner et al.   JOURNAL OF THEORETICAL BIOLOGY

Characterization of the anisotropic mechanical properties of excised human skin

(2011) Aisling Ní Annaidh et al.   Journal of the Mechanical Behavior of Biomedical Materials

Growing skin: A computational model for skin expansion in reconstructive surgery

(2011) Adrián Buganza Tepole et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Risk Factors for Complications of Tissue Expansion

(2011) Xiaolu Huang et al.   PLASTIC AND RECONSTRUCTIVE SURGERY

Age-related changes in skin mechanical properties: a quantitative evaluation of 120 female subjects

(2011) Nils Krueger et al.   SKIN RESEARCH AND TECHNOLOGY

Perspectives on biological growth and remodeling

(2010) D. Ambrosi et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS