AIMC Topic: Mechanical Phenomena
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Application of artificial neural network for the mechano-bactericidal effect of bioinspired nanopatterned surfaces.
European biophysics journal : EBJ
Oct 7, 2024
This study aimed to calculate the effect of nanopatterns' peak sharpness, width, and spacing parameters on P. aeruginosa and S. aureus cell walls by artificial neural network and finite element analysis. Elastic and creep deformation models of bacter...
Biomechanical simulation of segmented intrusion of a mandibular canine using Robot Orthodontic Measurement & Simulation System (ROSS).
Journal of the mechanical behavior of biomedical materials
Sep 6, 2024
OBJECTIVE: Aim of this study was to investigate the forces and moments during segmented intrusion of a mandibular canine using Cantilever-Intrusion-Springs (CIS).
A machine learning system for artificial ligaments with desired mechanical properties in ACL reconstruction applications.
Journal of the mechanical behavior of biomedical materials
Aug 22, 2024
The anterior cruciate ligament is one of the important tissues to maintain the stability of the human knee joint, but it is difficult for this ligament to self-heal after injury. Consequently, transplantation of artificial ligaments (ALs) has gained ...
Machine learning to mechanically assess 2D and 3D biomimetic electrospun scaffolds for tissue engineering applications: Between the predictability and the interpretability.
Journal of the mechanical behavior of biomedical materials
Jun 17, 2024
Currently, the use of autografts is the gold standard for the replacement of many damaged biological tissues. However, this practice presents disadvantages that can be mitigated through tissue-engineered implants. The aim of this study is to explore ...
Active Fabrics With Controllable Stiffness for Robotic Assistive Interfaces.
Advanced materials (Deerfield Beach, Fla.)
Jun 6, 2024
Assistive interfaces enable collaborative interactions between humans and robots. In contrast to traditional rigid devices, conformable fabrics with tunable mechanical properties have emerged as compelling alternatives. However, existing assistive fa...
Enhancing liver fibrosis diagnosis and treatment assessment: a novel biomechanical markers-based machine learning approach.
Physics in medicine and biology
May 30, 2024
Accurate diagnosis and treatment assessment of liver fibrosis face significant challenges, including inherent limitations in current techniques like sampling errors and inter-observer variability. Addressing this, our study introduces a novel machine...
An all-optical multidirectional mechano-sensor inspired by biologically mechano-sensitive hair sensilla.
Nature communications
Apr 4, 2024
Mechano-sensitive hair-like sensilla (MSHS) have an ingenious and compact three-dimensional structure and have evolved widely in living organisms to perceive multidirectional mechanical signals. Nearly all MSHS are iontronic or electronic, including ...
Low-force human-human hand interactions induce gait changes through sensorimotor engagement instead of direct mechanical effects.
Scientific reports
Feb 13, 2024
Physical human-robot interactions (pHRI) often provide mechanical force and power to aid walking without requiring voluntary effort from the human. Alternatively, principles of physical human-human interactions (pHHI) can inspire pHRI that aids walki...
Deep Learning Image Recognition-Assisted Atomic Force Microscopy for Single-Cell Efficient Mechanics in Co-culture Environments.
Langmuir : the ACS journal of surfaces and colloids
Dec 28, 2023
Atomic force microscopy (AFM)-based force spectroscopy assay has become an important method for characterizing the mechanical properties of single living cells under aqueous conditions, but a disadvantage is its reliance on manual operation and exper...
High-Stroke, High-Output-Force, Fabric-Lattice Artificial Muscles for Soft Robots.
Advanced materials (Deerfield Beach, Fla.)
Nov 23, 2023
Artificial muscles, providing safe and close interaction between humans and machines, are essential in soft robotics. However, their insufficient deformation, output force, or configurability usually limits their applications. Herein, this work prese...
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