Assoc Prof Dr. Mohammad Javad Ebadi | Deep Learning | Editorial Board Member
Mohammad Javad Ebadi at Chabahar Maritime University, Iran
Profiles
Early Academic Pursuits
Associate Professor Dr. Mohammad Javad Ebadi embarked on his academic journey with a strong foundation in mathematics, which led him to pursue advanced studies in the field. His dedication and excellence earned him a doctoral scholarship from Iran’s Ministry of Science, Research, and Technology (2013-2017). During this period, he expanded his research expertise as a Visiting Scholar at the Mediterranean University of Reggio Calabria, Italy, under the supervision of Prof. F. Carlo Morabito.
Professional Endeavors
Dr. Ebadi has been a faculty member at Chabahar Maritime University since 2006, where he has made significant contributions to the Department of Mathematics. His leadership skills were recognized when he was appointed as the Head of the Mathematics Department in 2023. In addition, he has been serving as a Research Associate at the International Telematic University Uninettuno, Italy, since 2022, further broadening his academic collaborations on a global scale.
Contributions and Research Focus
Dr. Ebadi’s research spans a wide array of mathematical and computational fields, including Deep Learning, Fractional Calculus, Numerical Optimization, (Meta)Heuristic Techniques for Optimization, Image Processing, Data Envelopment Analysis, and Fuzzy Mathematics. His work also extends to Optimal Control, Dynamic Programming, and Fuzzy Stochastic Differential Equations. His ability to integrate these diverse areas into practical problem-solving has led to groundbreaking advancements in mathematical modeling and computational efficiency.
Impact and Influence
Dr. Ebadi’s impact on the academic community is evident through his extensive contributions as an editor and reviewer for numerous high-impact journals. He has served as a Section Editor for the International Journal of Systematic Innovation and a Guest Editor for Mathematics (MDPI), focusing on advanced optimization techniques for machine learning. His outstanding contributions as a reviewer have been recognized with multiple awards, including the Journal of Information Processing & Management Reviewer Award (2021) and Best Reviewer Awards from prestigious journals such as Advances in Science, Technology and Engineering Systems Journal (ASTESJ) and Sustainable Energy Technologies and Assessments.
Academic Citations and Recognitions
Dr. Ebadi has received numerous research awards from Chabahar Maritime University, spanning from 2006 to 2023, reflecting his consistent excellence in academic research. His scholarly influence extends beyond his institution, as he has been acknowledged as an Excellent Reviewer for multiple international journals, further solidifying his reputation as a leading researcher in applied mathematics and optimization.
Technical Skills and Expertise
With a strong command of computational tools, Dr. Ebadi possesses expertise in MATLAB programming, LaTeX, and various mathematical software such as Mathematica, Maple, and Sigma Plot. His proficiency in e-learning platforms, including Blackboard, Microsoft Teams, Zoom, and WebEx, has enabled him to effectively engage with students and researchers worldwide. Additionally, he is well-versed in reference management tools such as EndNote and Mendeley, which facilitate his research documentation and collaboration.
Teaching Experience and Pedagogical Contributions
Dr. Ebadi has been actively involved in teaching for over a decade, delivering both undergraduate and graduate courses at Chabahar Maritime University. His teaching portfolio includes Advanced Operations Research, Operations Research, Ordinary Differential Equations, Calculus, Numerical Calculations, Numerical Analysis, Engineering Mathematics, Biostatistics, Engineering Probability and Statistics, Partial Differential Equations, Linear & Nonlinear Optimization, History of Mathematics, and Mathematical Software. His ability to simplify complex mathematical concepts has made him a respected educator and mentor.
Legacy and Future Contributions
Dr. Ebadi’s commitment to academic excellence, research innovation, and mentorship continues to shape the future of mathematics and computational sciences. His leadership in mathematical research and optimization techniques is paving the way for novel applications in artificial intelligence, data science, and engineering. As a dedicated researcher and educator, he remains committed to advancing knowledge, mentoring young scholars, and fostering international collaborations that contribute to the global scientific community.
Publications
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings
- Authors: S Fouladi, AA Safaei, N Mammone, F Ghaderi, MJ Ebadi
- Journal: Cognitive Computation
- Year: 2024
Optimal study on fractional fascioliasis disease model based on generalized Fibonacci polynomials
- Authors: Zakieh Avazzadeh, Hossein Hassani, Praveen Agarwal, Samrad Mehrabi, MJ Ebadi, M Kazem Hosseini Asl
- Journal: Mathematical Methods in the Applied Sciences
- Year: 2023
Diagnosis of Alternaria disease and Leafminer pest on tomato leaves using Image processing techniques
- Authors: K Nazari, MJ Ebadi, K Berahmand
- Journal: Journal of the Science of Food and Agriculture
- Year: 2022
An efficient coverage and connectivity algorithm based on mobile robots for wireless sensor networks
- Authors: Peyman Tirandazi, Atefeh Rahiminasab
- Journal: Journal of Ambient Intelligence and Humanized Computing
- Year: 2022
The use of artificial neural networks to diagnose Alzheimer’s disease from brain images
- Authors: S Fouladi, AA Safaei, NI Arshad, MJ Ebadi, A Ahmadian
- Journal: Multimedia Tools and Applications
- Year: 2022