An overview of progress, challenges, needs and trends in mathematical modeling approaches in food drying

C Chen, Z Pan - Drying Technology, 2023 - Taylor & Francis
Drying is one of the most effective methods to preserve foods and guarantee their supply for
more people. Mathematical modeling is an important tool that aids the design, development …

Meshfree and particle methods in biomechanics: Prospects and challenges

LW Zhang, AS Ademiloye, KM Liew - Archives of Computational Methods …, 2019 - Springer
The use of meshfree and particle methods in the field of bioengineering and biomechanics
has significantly increased. This may be attributed to their unique abilities to overcome most …

A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying

CP Batuwatta-Gamage, CM Rathnayaka… - Journal of Food …, 2022 - Elsevier
This paper presents a Physics-Informed Neural Network-based (PINN-based) surrogate
framework, which can couple time-based moisture concentration and moisture-content …

A novel physics-informed neural networks approach (PINN-MT) to solve mass transfer in plant cells during drying

CP Batuwatta-Gamage, C Rathnayaka… - Biosystems …, 2023 - Elsevier
Predicting microscale mechanisms of plant-based food materials has been an enduring
challenge due to the inherent complexity of involved physics and prohibitively-high …

[图书][B] Handbook of drying of vegetables and vegetable products

M Zhang, B Bhandari, Z Fang - 2017 - taylorfrancis.com
This handbook provides a comprehensive overview of the processes and technologies in
drying of vegetables and vegetable products. The Handbook of Drying of Vegetables and …

Simulation of two-dimensional sloshing phenomenon by generalized finite difference method

T Zhang, YF Ren, CM Fan, PW Li - Engineering Analysis with Boundary …, 2016 - Elsevier
In this paper, a meshless numerical scheme, based on the generalized finite difference
method (GFDM), is proposed to efficiently and accurately simulate the sloshing …

Novel trends in numerical modelling of plant food tissues and their morphological changes during drying–a review

CMR Mudiyanselage, HCP Karunasena, YT Gu… - Journal of Food …, 2017 - Elsevier
Food engineers and researchers have been making numerous attempts to mathematically
model and simulate the underlying mechanisms of plant food drying in order to optimise the …

Application of meshfree methods to numerically simulate microscale deformations of different plant food materials during drying

HCP Karunasena, RJ Brown, YT Gu… - Journal of Food …, 2015 - Elsevier
Plant food materials have a very high demand in the consumer market and therefore,
improved food products and efficient processing techniques are concurrently being …

A physics-informed neural network framework to investigate nonlinear and heterogenous shrinkage of drying plant cells

CP Batuwatta-Gamage, CM Rathnayaka… - International Journal of …, 2024 - Elsevier
This paper introduces a novel Physics-Informed Neural Network-based (PINN-based) multi-
domain computational framework to analyse nonlinear and heterogeneous morphological …

Numerical investigation of plant tissue porosity and its influence on cellular level shrinkage during drying

HCP Karunasena, YT Gu, RJ Brown… - Biosystems …, 2015 - Elsevier
Highlights•Porosity development and cellular shrinkage are numerically simulated.•The
technique Model uses a meshfree method, rather than conventional grid-based …