A5042692929- Nanocomposite Films for Food Packaging
- Postharvest Quality and Shelf Life Management
- Spectroscopy and Chemometric Analyses
- Glioma Diagnosis and Treatment
- Systemic Sclerosis and Related Diseases
- Recommender Systems and Techniques
- Advanced Cellulose Research Studies
- Microencapsulation and Drying Processes
- IoT and Edge/Fog Computing
- Fungal Biology and Applications
- COVID-19 diagnosis using AI
- Hybrid Renewable Energy Systems
- SARS-CoV-2 and COVID-19 Research
- Medicinal Plants and Bioactive Compounds
- Smart Cities and Technologies
- Brain Tumor Detection and Classification
- COVID-19 Digital Contact Tracing
- Data Stream Mining Techniques
- Composting and Vermicomposting Techniques
- AI in cancer detection
- Wood Treatment and Properties
- Plant Surface Properties and Treatments
- Pickering emulsions and particle stabilization
- Cardiac, Anesthesia and Surgical Outcomes
- Advanced machining processes and optimization
Université Paris-Saclay
2024-2025
University of Mohaghegh Ardabili
2019-2024
Western Sydney University
2020-2023
Shiraz University of Medical Sciences
2022
Imam Reza Hospital
2022
Science Club
2020
Tabriz University of Medical Sciences
2020
Gorgan University of Agricultural Sciences and Natural Resources
2017
Materials and Energy Research Center
2012
The effect of bacterial cellulose nanocrystal–fish gelatin/cinnamon essential oil (BCNCs–FGelA/CEO) nanocoatings containing different concentrations (1.2, 1.8, and 2.4 mL/L) on reducing the ripening aging processes ‘Red Gold’ nectarine fruit during cold storage (60 days, 4 °C) was studied. As a general trend, application coating delayed process, increasing concentration effective in improving efficacy. After 60 lowest values weight loss (6.93%), peroxidase polyphenol oxidase activity (11.49...
Summary This work investigated the effect of bacterial cellulose nanocrystals (BCNCs)‐gelatin (GelA)/cinnamon essential oil (CEO) emulsion coatings (BCNCs‐GelA/CEO) on shelf‐life extension button mushrooms ( Agaricus bisporus ). CEO loadings between 1200 and 2400 μL/L were used in applied mushrooms' surface. The overall quality coated was monitored over 15 days cold storage (4 ± 0.5 °C). Regardless time, using highest amount within coating formulation minimised impact tested parameters...
This study aimed to assess the effectiveness of bacterial cellulose nanocrystals (BCNCs)-gelatin (GelA)/cinnamon essential oil (CEO) emulsion coatings containing various CEO concentrations (1200, 1800, and 2400 μL/L) in retarding ripening senescence ‘Red Delicious’ apples during cold storage (60 days at 4 °C). Coatings decreased weight loss (WL) (~3.6%), as compared uncoated fruit (~4.8%). A direct relationship between concentration respiration rate/ethylene production was also disclosed....
This work assessed the antimicrobial potential of natural essential oils (EOs) from cinnamon (CEO), zataria (ZEO), and satureja (SEO), applied natively or as coatings against Penicillium expansum Botrytis cinerea during both in vitro vivo (on apple fruits) experiments. The induced inhibitory effect towards fungal growth, a function EO type concentration (75-1200 μL/L), was preliminarily investigated to select most suitable for producing bacterial cellulose nanocrystals (BCNCs)/fish gelatin...
In order to discover the most accurate prediction of yield stress, UTS and elongation percentage, effects various training algorithms on learning performance neural networks were investigated.Different primary secondary dendrite arm spacings used as inputs, percentage outputs in test modules network.After preparation set, network was trained using different algorithms, hidden layers neuron numbers layers.The set check system accuracy each algorithm at end learning.The results show that...
Abstract Bruises occur under both static and dynamic loadings when the imposed stress on fruit goes over failure of tissue. Bruise damage is main reason for quality loss. In this study, potential artificial neural network (ANN), adaptive neuro‐fuzzy inference system (ANFIS), multiple regression (MR) techniques to predict bruise volume propagation pears during storage time was evaluated. For purpose, at first, radius curvature loading region obtained. Samples were divided into five groups...
The Internet of Things (IoT) has generated increasingly dynamic impacts around the world due to its high tech mechanisms in scientific discipline. IoT is an intelligent infrastructure numerous technologies which connects small large-scale devices for purpose communication. Alternatively, with appreciation such advancement, there have also been environmental issues raised from operations IoT. Green IT a notion that envisioned reduce, and possibly eliminate caused by through sustainable...
Films obtained from a main biopolymer phase of fish gelatin (GelA, 3% w/w) encapsulated with cinnamon essential oil (CEO, 0.03 – 0.48% v/w) and loaded bacterial cellulose nanocrystals (BCNCs, 0.06% at pH = 3.5 were characterized. CEO-GelA/BCNCs films prepared by casting analyzed in terms thickness, light transmittance (TT) haze (H), surface hydrophobicity, tensile properties, chemical composition, water solubility (WS). All tested displayed outstanding optical properties (TT >...
Abstract Rising population density and global mobility are among the reasons why pathogens such as SARS-CoV-2, virus that causes COVID-19, spread so rapidly across globe. The policy response to pandemics will always have include accurate monitoring of spread, this provides one few alternatives total lockdown. However, COVID-19 diagnosis is currently performed almost exclusively by Reverse Transcription Polymerase Chain Reaction (RT-PCR). Although efficient, automatable acceptably cheap,...
Abstract Background Medulloblastoma (MB) is the most prevalent malignant brain tumor in children, characterized by substantial molecular heterogeneity across its subgroups. Accurate classification pivotal for personalized treatment strategies and prognostic assessments. Procedure This study utilized machine learning (ML) techniques to analyze RNA sequencing data from 70 pediatric medulloblastoma samples. Five classifiers—K-nearest Neighbors (KNN), Decision Tree (DT), Support Vector Machine...
Due to the advancement of Internet, various kinds data are easily found online which helps users find useful information their interest. However, exponential growth has caused it be complex and huge, so become difficult filter valuable from it. Recommendation systems can help overcome this issue give recommendations matches area Most rely on a rating prediction algorithm where items taken as recommended for user if user's predicted is high those items. This research aims increase accuracy...
The aim of this study was to characterize films obtained from fish gelatin (GelA, 3% w/w), encapsulated with cinnamon essential oil (CEO, 0.03–0.48% v/w), and loaded bacterial cellulose nanocrystals (BCNCs, 0.06% w/w) at pH = 3.5. CEO-GelA/BCNC were prepared by casting, thickness, light transmittance (TT) haze (H), surface hydrophobicity, tensile properties, chemical composition, water solubility (WS) thereof assessed. All displayed outstanding optical properties (TT > 89.4%), slightly...