Journal Paper

1. "Application of Cold Plasma Technology on the Postharvest Preservation of In-Packaged Fresh Fruit and Vegetables: Recent Challenges and Development"
   Mehrad Nikzadfar, [] [], Reyhaneh Abooei mehrizi, Rouzbeh Abbaszadeh, Mahmoud Soltani Firouz, Abbas Akbarnia, Mahdi Rashvand
   Food and Bioprocess Technology, Vol. 17, No 5, 2024
2. "Revolutionizing Mushroom Identification: Improving efficiency with ultrasound-assisted frozen sample analysis and deep learning techniques"
   Pouya Farshbaf Aghajani, Mahmoud Soltani Firouz, Puyan Bohlul
   Journal of Agriculture and Food Research, Vol. 15, No 1, 2024
3. "Dual-Stage ultrasound in deep frying of potato chips; effects on the oil absorption and the quality of fried chips"
   Peyman Alikhani Chamgordani, Mahmoud Soltani Firouz, Mahmoud Omid, Nikoo Hadidi, Pouya Farshbaf Aghajani
   ULTRASONICS SONOCHEMISTRY, Vol. 103, No 1, 2024
4. "Intelligent Navigation of a Magnetic Microrobot with Model-Free Deep Reinforcement Learning in a Real-World Environment"
   Amar Salehi, Soleiman Hosseinpour, Nasrollah Tabatabaei, Mahmoud Soltani Firouz, Tingting Yu
   Micromachines, Vol. 15, No 1, 2024
5. "The improvement of freezing time and functional quality of frozen mushrooms by application of probe-type power ultrasound"
   Pouya Farshbaf Aghajani, Mahmoud Soltani Firouz, Peyman Alikhani Chamgordani
   ULTRASONICS SONOCHEMISTRY, Vol. 100, No 106637, 2023
6. "A Supervisory Control System for Automation of Horizontal Form-Fill-Seal Packaging Plant Based on Modified Atmosphere Technology"
   Mohammad Reza Saifi, Reza Alimardani, Seyed Saeid Mohtasebi, Hossein Mobli, Mahmoud Soltani Firouz
   Acta Mechanica et Automatica, Vol. 17, No 3, pp.423-434, 2023
7. "Ultrasound assisted processing of milk: Advances and challenges"
   Mahmoud Soltani Firouz, حامد سرداری, Mahsa Sofiabadi, Soleiman Hosseinpour
   JOURNAL OF FOOD PROCESS ENGINEERING, Vol. 45, No 12, 2022
8. "Development of a machine vision-based colorimetric system for bell peppers (Capsicum annuum L.) using intelligent modelling techniques"
   Khaled Mohialdin, Mahmoud Omid, Mahmoud Soltani Firouz, Amin Nasiri
   Agricultural Engineering International: CIGR Journal, Vol. 24, No 2, 2022
9. "Freshness and quality assessment of parsley using image processing and artificial intelligence techniques"
   Mohammad Hosseinpour Zarnaq, Mahmoud Omid, Mahmoud Soltani Firouz, Mostafa Jafarian, Pourya Bazyar
   Agricultural Engineering International: CIGR Journal, Vol. 24, No 2, 2022
10. "A machine vision-intelligent modelling based technique for in-line bell pepper sorting"
    Khaled Mohialdin, Mahmoud Omid, Mahmoud Soltani Firouz, Amin Nasiri
    Information Processing in Agriculture, Vol. 9, No 3, 2022
11. "Power ultrasound in the meat industry (freezing, cooking and fermentation): Mechanisms, advances and challenges"
    Mahmoud Soltani Firouz, حامد سرداری, Peyman Alikhani Chamgordani, Maryam Behjati
    ULTRASONICS SONOCHEMISTRY, Vol. 86, No 5, 2022
12. "Defect Detection in Fruit and Vegetables by Using Machine Vision Systems and Image Processing"
    Mahmoud Soltani Firouz, حامد سرداری
    Food Engineering Reviews, Vol. 14, No 3, 2022
13. "Design and evaluation of an intelligent sorting system for bell pepper using deep convolutional neural networks"
    Khaled Mohialdin, Mahmoud Omid, Mahmoud Soltani Firouz, Amin Nasiri
    JOURNAL OF FOOD SCIENCE, Vol. 86, No 12, 2021
14. "Dielectric spectroscopy coupled with artificial neural network for classification and quantification of sesame oil adulteration"
    Mahmoud Soltani Firouz, Mahmoud Omid, MEHRDAD BABAEI, Mahdi Rashvandaveyi
    Information Processing in Agriculture, Vol. 8, No 2, 2021
15. "Rapid identification and quantification of sesame oils adulteration using low frequency dielectric spectroscopy combined with chemometrics"
    Mahmoud Soltani Firouz, Mahdi Rashvandaveyi, Mahmoud Omid
    LWT-FOOD SCIENCE AND TECHNOLOGY, Vol. 140, No 110736, 2021
16. "Early Detection of Freeze Damage in Navel Orange Fruit Using Nondestructive Low Intensity Ultrasound Coupled with Machine Learning"
    Mahmoud Soltani Firouz, Ali Farahmandi, Soleiman Hosseinpour
    Food Analytical Methods, Vol. 48, No 2, 2021
17. "A Critical Review on Intelligent and Active Packaging in the Food Industry: Research and Development"
    Mahmoud Soltani Firouz, Khaled Mohialdin, Mahmoud Omid
    FOOD RESEARCH INTERNATIONAL, Vol. 142, No 110113, 2021
18. "Effect of Modified Atmosphere Packaging on the Mechanical Properties of Lettuce During Shelf Life in Cold Storage"
    Mahmoud Soltani Firouz, Reza Alimardani, Hossein Mobli, Seyed Saeid Mohtasebi
    Information Processing in Agriculture, Vol. 8, No 1, 2021
19. "Dielectric technique combined with artificial neural network and support vector regression in moisture content prediction of olive"
    Mahdi Rashvandaveyi, Mahmoud Soltani Firouz
    Research in Agricultural Engineering, Vol. 66, No 1, 2020
20. "Authentication of virgin olive oil by using dielectric spectroscopy combined with some artificial intelligence methods"
    Mahmoud Soltani Firouz, Mahdi Rashvand, Nima Teimouri, Mahmoud Omid
    Agricultural Engineering International: CIGR Journal, Vol. 21, No 4, 2019
21. "Recent advances in ultrasound application as a novel technique in analysis, processing and quality control of fruits, juices and dairy products industries: A review"
    Mahmoud Soltani Firouz, Ali Farahmandi, Soleiman Hosseinpour
    ULTRASONICS SONOCHEMISTRY, Vol. 57, No 2019, pp.73-88, 2019
22. "An expert egg grading system based on machine vision and artificial intelligence techniques"
    Mahmoud Soltani Firouz
    JOURNAL OF FOOD ENGINEERING, Vol. 118, No 1, pp.70-77, 2013
23. "Optimizing the Conditions of Frying Chicken Fillets using Hot Air by the Response Surface Method"
    فاطمه کشاورزیان, حبیب اله میرزایی, Mahmoud Soltani Firouz, علیرضا صادقی ماهونک, Majid Khanali, حسینعلی تاش شمس آبادی
    journal of technology nutrition, Vol. 21, No 1, 2024

Conference Paper

1. "Effects of Lighting Conditions on Imaging Quality for Agricultural Products"
   Soleiman Hosseinpour, حامد سرداری, Mahmoud Soltani Firouz
   1st International Congress on Mechanics of Biosystems Engineering & Agricultural Mechanization, 2023
2. "Image-based Discrimination of Ultrasound-Assisted Frozen Meat Using Inception-v3"
   حامد سرداری, Mahmoud Soltani Firouz, Soleiman Hosseinpour, Puyan Bohlul
   1st International Congress on Mechanics of Biosystems Engineering & Agricultural Mechanization, 2023
3. "A machine vision-based system for measuring the chromatic parameters of bell pepper using artificial neural networks"
   Khaled Mohialdin, Mahmoud Omid, Mahmoud Soltani Firouz, Amin Nasiri
   13th Iranian National Congress on Biosystems Engineering and Mechanization, 2021
4. "Ultrasound technology in agricultural products drying, challenges and opportunities"
   هستی شیخ محمدی, Mahmoud Soltani Firouz, Shahin Rafiei
   1st International Congress on Mechanics of Biosystems Engineering & Agricultural Mechanization, 2023
5. "Detection of pistachio fungal disease (aflatoxin) using electronic nose system"
   [] [], Seyed Saeid Mohtasebi, Mahmoud Soltani Firouz
   14th National Congress of Mechanical Engineering of Biosystems and Mechanization of Iran, 2022
6. "The effect of modified atmosphere packaging (MAP) on the functional properties of eggs during shelf life"
   Mahmoud Soltani Firouz, Kamran Hajaj, Ali Rajabi Pour, Behjat Tajeddin
   14th National Congress of Mechanical Engineering of Biosystems and Mechanization of Iran, 2022
7. "Ultrasound-assisted extraction technology in medicinal plants: systems, opportunities and challenges"
   Mahmoud Soltani Firouz
   14th National Congress of Mechanical Engineering of Biosystems and Mechanization of Iran, 2022
8. "Optimization of black seed oil extraction process using ultrasound and microwave techniques"
   Ali Rajabi Pour, Mahmoud Soltani Firouz, Mohammad Mahdi Kazemzadeh Asbforoshani
   Medicinal Plants; Mechanization and Processing Congress, 2022
9. "Novel methods of Microwave-assisted essential oils extraction"
   Mehrdad Babaey, Ali Jafari, Keramat Allah Rezaei Tireh Shabankareh, Mahmoud Soltani Firouz
   The 10th National Conference on Sustainable Agriculture and Natural Resources, 2020
10. "Introducing and reviewing the modern and classic essential oils extraction methods of medicinal plants"
    MEHRDAD BABAEI, Ali Jafari, Keramat Allah Rezaei Tireh Shabankareh, Mahmoud Soltani Firouz, Mahdieh Rahimnavaz
    International congress on Agricultural Engineering and Related Industry, 2018