Journal Paper

1. "Monitoring pistachio health using data fusion of machine vision and electronic nose (E-nose)"
   zahra rezaee, Seyed Saeid Mohtasebi, Mahmoud Soltani Firouz
   Journal of Food Measurement and Characterization, Vol. 18, No 12, pp.1-8, 2024
2. "Advancements in Machine Learning for Microrobotics in Biomedicine"
   Amar Salehi, Soleiman Hosseinpour, Nasrollah Tabatabaei, Mahmoud Soltani Firouz, Niloufar Zadebana, Richard Nauber, Mariana Medina-Sanchez
   Advanced Intelligent Systems, Vol. 2400458, No 2400458, 2024
3. "Thermography and deep learning for detection of ground beef adulteration"
   Leila Bahmani, Saeid Minaei, احمد بناکار, علیرضا مهدویان , Mahmoud Soltani Firouz
   MICROCHEMICAL JOURNAL, Vol. 205, No 1, 2024
4. "An electronic nose system supported by machine learning techniques for rapid detection of aspergillus flavus in pistachio"
   zahra rezaee, Seyed Saeid Mohtasebi, Mahmoud Soltani Firouz
   Journal of Food Measurement and Characterization, Vol. 18, No 4, pp.1-9, 2024
5. "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
6. "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
7. "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
8. "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
9. "Power Ultrasound Coupled with Modified Atmosphere Packaging: Synergistic Effects on the Shelf-Life of White Button Mushroom (Agaricus bisporus)"
   Kiana Vazirianjafari, Mahmoud Omid, Mahmoud Soltani Firouz
   JOURNAL OF FOOD PROCESSING AND PRESERVATION, Vol. 2023, No 2023, pp.1-12, 2023
10. "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
11. "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
12. "New poly(lactic acid)-based nanocomposite films for food packaging applications"
    hasan yousef nia pasha, Seyed Saeid Mohtasebi, Masoumeh Taherimehr, رضا طباطبایی کلور, Mahmoud Soltani Firouz, Azizeh Javadi
    IRANIAN POLYMER JOURNAL, Vol. 32, No 4, 2023
13. "The Effect of a New Bionanocomposite Packaging Film on Postharvest Quality of Strawberry at Modified Atmosphere Condition"
    hasan yousef nia pasha, Seyed Saeid Mohtasebi, بهجت تاج الدینی, Masoumeh Taherimehr, سیدرضا طباطبایی کلور, Mahmoud Soltani Firouz, Azizeh Javadi
    Food and Bioprocess Technology, Vol. 16, No 2, 2023
14. "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
15. "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
16. "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
17. "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
18. "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
19. "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
20. "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
21. "Preparation and characterization of the plasticized polylactic acid films produced by the solvent-casting method for food packaging applications"
    hasan yousef nia pasha, Seyed Saeid Mohtasebi, Reza Tabatabaekoloor, Masoumeh Taherimehr, Azizeh Javadi, Mahmoud Soltani Firouz
    JOURNAL OF FOOD PROCESSING AND PRESERVATION, Vol. 45, No 12, 2021
22. "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
23. "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
24. "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
25. "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
26. "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
27. "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
28. "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
29. "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
30. "Quality and shelf-life prediction of cauliflower under modified atmosphere packaging by using artificial neural networks and image processing"
    Khaled Mohialden, Mahmoud Omid, Ali Rajabi Pour, Behjat Tajeddin, Mahmoud Soltani Firouz
    Computers and Electronics in Agriculture, Vol. 163, No 1, 2019
31. "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
32. "Smart Control of a Microrobot for Navigation on Fluid Surface and Simulation of its Application in Microplastics Removal"
    Amar Salehi, Soleiman Hosseinpour, Nasrollah Tabatabaei, Mahmoud Soltani Firouz
    Iranian Journal of Biosysteme Engineering, Vol. 54, No 3, pp.75-94, 2023
33. "Feasibility Study of Dairy Cow Estrus detection based on milk using electronic nose system"
    Nader Mortazavi, Seyed Saeid Mohtasebi, Mahmoud Soltani Firouz, Mehdi Dehghan Banadaky, Seyed Morteza Mohtasebi
    Research in Mechanics of Agricultural Machinery, Vol. 12, No 1, pp.83-94, 2023

Conference Paper

1. "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
2. "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
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. "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
6. "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
7. "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
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. "Novel methods in packaging of agricultural and food products"
    Kamran Hajjaj, Mahmoud Soltani Firouz, Ali Rajabi Pour, بهجت تاج الدینی
    Second International Conference on Agricultural, Natural Resources and Environmental Engineering, 2020
11. "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
12. "Dielectric properties measurement of agricultural products using dielectric techniques"
    Arman Nori, Mahmoud Omid, Mahmoud Soltani Firouz
    12th Conference on Recent Research in Science and Technology, 2018