A physics-informed neural network framework to investigate nonlinear and heterogenous shrinkage of drying plant cells
This paper introduces a novel Physics-Informed Neural Network-based (PINN-based) multi-
domain computational framework to analyse nonlinear and heterogeneous morphological …
domain computational framework to analyse nonlinear and heterogeneous morphological …
A three-dimensional (3-D) meshfree-based computational model to investigate stress-strain-time relationships of plant cells during drying
A better understanding of plant cell micromechanics would enhance the current opinion on
“how things are happening” inside a plant cell, enabling more detailed insights into plant …
“how things are happening” inside a plant cell, enabling more detailed insights into plant …
Application of 3D imaging and analysis techniques for the study of food plant cellular deformations during drying
In this investigation, novel 3D imaging and image-analysis tools have been used to observe
the deformations of food-plant tissues and single cells during convective air drying at 70° C …
the deformations of food-plant tissues and single cells during convective air drying at 70° C …
[HTML][HTML] A 3-D coupled Smoothed Particle Hydrodynamics and Coarse-Grained model to simulate drying mechanisms of small cell aggregates
Recently, meshfree-based computational modelling approaches have become popular in
modelling biological phenomena due to their superior ability to simulate large deformations …
modelling biological phenomena due to their superior ability to simulate large deformations …
Novel use of the cell-linked list algorithm to reduce computational time in meshfree based numerical models for plant cell drying
KGP Hansani, B Sumith… - 2016 Manufacturing & …, 2016 - ieeexplore.ieee.org
Dried plant food products are very popular in the consumer market today, having numerous
advantages such as increased shelf life, ease of storage and transportation due to less …
advantages such as increased shelf life, ease of storage and transportation due to less …
Particle-Based Numerical Modelling of Liquid Marbles: Recent Advances and Future Perspectives
A liquid marble is a liquid droplet coated usually with hydrophobic particles that can hold a
very small liquid volume without wetting the adjacent surface. This combination gives rise to …
very small liquid volume without wetting the adjacent surface. This combination gives rise to …
Three-dimensional (3D) numerical modeling of morphogenesis in dehydrated fruits and vegetables
Food drying is one of the key techniques of preserving fruits and vegetables. Grid-based
methods and meshfree methods are the two most viable techniques applicable for numerical …
methods and meshfree methods are the two most viable techniques applicable for numerical …
Modelling 3-D cellular microfluidics of different plant cells for the prediction of cellular deformations under external mechanical compression: A SPH-CG-based …
Computational modelling of plant cellular materials and relevant mechanics are of interest in
numerous research fields. Depending on the complex fluid and solid mechanics involved …
numerous research fields. Depending on the complex fluid and solid mechanics involved …
A new coarse-grained multiscale model for the numerical simulation of morphological changes of food-plant materials during drying
CCW Warshamana Dewayalage - 2019 - eprints.qut.edu.au
This research project is a step forward in predicting the bulk-scale deformations in food-plant
materials during drying in a computationally efficient and accurate manner. In the proposed …
materials during drying in a computationally efficient and accurate manner. In the proposed …
Meshfree-based numerical modelling of three-dimensional (3-D) microscale deformations of plant food cells during drying
CMR Mudiyanselage - 2017 - eprints.qut.edu.au
Numerical modelling has been a helpful tool for analysing plant cellular structure and
associated dynamics. It generally consumes less time, money and other resources …
associated dynamics. It generally consumes less time, money and other resources …