AIMC Topic: Viscosity

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Neural Network-Enabled Multiparametric Impedance Signal Templating for High throughput Single-Cell Deformability Cytometry Under Viscoelastic Extensional Flows.

Small (Weinheim an der Bergstrasse, Germany) Oct 22, 2024
Cellular biophysical metrics exhibit systematic alterations during processes, such as metastasis and immune cell activation, which can be used to identify and separate live cell subpopulations for targeting drug screening. Image-based biophysical cyt...
Elasticity Viscosity Humans Neural Networks, Computer Flow Cytometry Electric Impedance Single-Cell Analysis
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Rheological modelling of apple puree based on machine learning combined Monte Carlo simulation: Insight into the fundamental light- particle structure interaction processes.

Food chemistry Oct 10, 2024
In this work, apple purees from different particle concentration and verifying in size were reconstituted to investigate their impacts on rheological behaviors, optical properties and light interaction at 900-1650 nm. The optical scattering of differ...
Machine Learning Particle Size Light Viscosity Monte Carlo Method Fruit Malus Rheology
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Encoding spatiotemporal asymmetry in artificial cilia with a ctenophore-inspired soft-robotic platform.

Bioinspiration & biomimetics Sep 20, 2024
A remarkable variety of organisms use metachronal coordination (i.e. numerous neighboring appendages beating sequentially with a fixed phase lag) to swim or pump fluid. This coordination strategy is used by microorganisms to break symmetry at small s...
Animals Robotics Equipment Design Biomechanical Phenomena Swimming Viscosity Biomimetic Materials Biomimetics Rheology Cilia Hydrodynamics Ctenophora Silicone Elastomers
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Constraint based Bayesian optimization of bioink precursor: a machine learning framework.

Biofabrication Aug 28, 2024
Current research practice for optimizing bioink involves exhaustive experimentation with multi-material composition for determining the printability, shape fidelity and biocompatibility. Predicting bioink properties can be beneficial to the research ...
Ink Animals Mice Bioprinting Viscosity Bayes Theorem Machine Learning
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Artificial intelligence-based prediction of the rheological properties of hydrocolloids for plant-based meat analogues.

Journal of the science of food and agriculture Feb 8, 2024
BACKGROUND: Methylcellulose has been applied as a primary binding agent to control the quality attributes of plant-based meat analogues. H owever, a great deal of effort has been made to search for hydrocolloids to replace methylcellulose because of ...
Meat Substitutes Viscosity Colloids Artificial Intelligence Algorithms Machine Learning Meat Products Rheology
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Self-assembled pH-stable gellan/κ-carrageenan bigel: Rheological studies and viscosity prediction by neural network.

International journal of biological macromolecules Mar 16, 2023
The current study focused on analysing and predicting the effect of physicochemical parameters on the rheological properties of the novel polysaccharide-based bigel. This is the first study to report a bigel fabricated entirely from polysaccharides a...
Neural Networks, Computer Hydrogen-Ion Concentration Rheology Viscosity Polysaccharides, Bacterial Gels Carrageenan
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Low-data interpretable deep learning prediction of antibody viscosity using a biophysically meaningful representation.

Scientific reports Feb 20, 2023
Deep learning, aided by the availability of big data sets, has led to substantial advances across many disciplines. However, many scientific problems of practical interest lack sufficiently large datasets amenable to deep learning. Prediction of anti...
Antibodies Viscosity Immunoglobulin Variable Region Deep Learning Big Data
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A novel soft robotic pediatric in vitro swallowing device to gain insights into the swallowability of mini-tablets.

International journal of pharmaceutics Nov 6, 2022
Soft robotics could help providing a better understanding of the mechanisms underpinning the swallowability of solid oral dosage forms (SODF), especially by vulnerable populations such as the elderly or children. In this study a novel soft robotic in...
Tablets Viscosity Deglutition Child Aged Robotics Excipients Humans Child, Preschool
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Viscoelasticity assessment of tumoral skin with the use of a novel contact-free palpation methodology based upon surface waves.

Scientific reports Nov 4, 2022
The ensuing pilot investigation sheds new light on characterizing tumoral and non-tumoral human skin mechanical properties that will not only assist the dermatologist's diagnosis but also could constitute the creation of an Artificial Intelligence da...
Viscosity Artificial Intelligence Palpation Skin Neoplasms Skin Humans
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Analysis of suction-based gripping strategies in wildlife towards future evolutions of the obstetrical suction cup.

Bioinspiration & biomimetics Oct 27, 2022
The design of obstetrical suction cups used for vacuum assisted delivery has not substantially evolved through history despite of its inherent limitations. The associated challenges concern both the decrease of risk of soft tissue damage and failure ...
Animals Robotics Suction Viscosity Animals, Wild Biological Evolution
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