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Polyconvex neural network models of thermoelasticity
Abstract Machine-learning function representations such as neural networks have proven to
be excellent constructs for constitutive modeling due to their flexibility to represent highly …
be excellent constructs for constitutive modeling due to their flexibility to represent highly …
Optical imaging of dynamic collagen processes in health and disease
Collagen is a major structural component of nearly every tissue in the human body, whose
hierarchical organization imparts specific mechanical properties and defines overall tissue …
hierarchical organization imparts specific mechanical properties and defines overall tissue …
Identifying Heterogeneous Micromechanical Properties of Biological Tissues via Physics‐Informed Neural Networks
The heterogeneous micromechanical properties of biological tissues have profound
implications across diverse medical and engineering domains. However, identifying full …
implications across diverse medical and engineering domains. However, identifying full …
Sex-and age-dependent skin mechanics—A detailed look in mice
Skin aging is of immense societal and, thus, scientific interest. Because mechanics play a
critical role in skin's function, a plethora of studies have investigated age-induced changes …
critical role in skin's function, a plethora of studies have investigated age-induced changes …
[HTML][HTML] Automated model discovery for textile structures: The unique mechanical signature of warp knitted fabrics
Textile fabrics have unique mechanical properties, which make them ideal candidates for
many engineering and medical applications: They are initially flexible, nonlinearly stiffening …
many engineering and medical applications: They are initially flexible, nonlinearly stiffening …
[HTML][HTML] Biaxial mechanical properties of the bronchial tree: Characterization of elasticity, extensibility, and energetics, including the effect of strain rate and …
Distal airways commonly obstruct in lung disease and despite their importance, their
mechanical properties are vastly underexplored. The lack of bronchial experiments restricts …
mechanical properties are vastly underexplored. The lack of bronchial experiments restricts …
Antioxidant hydrogel from poly (aspartic acid) and carboxymethylcellulose with quercetin loading as burn wound dressing
J Zhu, K Zhang, Y Zhang, C Zhou, Z Cui, W Li… - International Journal of …, 2024 - Elsevier
Susceptibility to infection and excessive accumulation of reactive oxygen species (ROS) are
the greatest obstacles for burn wound healing. In this research, the 5-aminosalicylic acid …
the greatest obstacles for burn wound healing. In this research, the 5-aminosalicylic acid …
Mechanical behavior of full-thickness burn human skin is rate-independent
Skin tissue is recognized to exhibit rate-dependent mechanical behavior under various
loading conditions. Here, we report that the full-thickness burn human skin exhibits rate …
loading conditions. Here, we report that the full-thickness burn human skin exhibits rate …
Biaxial mechanics of thermally denaturing skin-Part 2: Modeling
Understanding the response of skin to superphysiological temperatures is critical to the
diagnosis and prognosis of thermal injuries, and to the development of temperature-based …
diagnosis and prognosis of thermal injuries, and to the development of temperature-based …