Mohammad Jahanbakht
- mohammad.jahanbakht@jcu.edu.au
https://orcid.org/0000-0002-3609-9677- Senior Research Fellow
- Engineering
Projects
3
Publications
15
Awards
0
Biography
Dr Mohammad Jahanbakht is an innovative software engineer with diverse skills and interests from code development and numerical modeling to web programming and cloud technologies, and further to data science and machine intelligence. In addition to computer sciences, Mohammad has a rich background in the simulation and design of electronic, electromagnetic, antenna, and microwave technologies. The interdisciplinary research background has allowed Mohammad to participate in many research-based, as well as industrial-scale projects, including environmental studies, maritime research, and biodiversity monitoring.
Research
Research Interests
Machine learning and deep neural networks
AI-powered embedded systems for edge processing
Code development and web applications
Data science, numerical modelling, and simulation
Projects
AI-Powered Precision Farming: Mapping, Detection, Planning, and Spot Spraying (Old ID 31107)
01 Sep 2023 - 29 Nov 2024
Enhancing AI detection of dugong and other marine megafauna species (Old ID 30032)
15 Jun 2023 - 01 May 2024
Teaching
Research Advisor Accreditation
Advisor Type
Secondary
Taught Modules
2021
Activities
Associations
Media
Output
Jahanbakht, Mohammad (2022) Deep learning for internet of underwater things and ocean data analytics. [Thesis] [DOI]
Jahanbakht, Mohammad; Rahimi Azghadi, Mostafa; Waltham, Nathan J. (2023) 'Semi-supervised and weakly-supervised deep neural networks and dataset for fish detection in turbid underwater videos'. Ecological Informatics, 78 . [DOI]
Jahanbakht, Mohammad; Xiang, Wei; Rahimi Azghadi, Mostafa (2022) 'Sea surface temperature forecasting with ensemble of stacked deep neural networks'. IEEE Geoscience and Remote Sensing Letters, 19 . [DOI]
Jahanbakht, Mohammad; Xiang, Wei; Waltham, Nathan J.; Rahimiazghadi, Mostafa (2022) 'Distributed Deep Learning in the Cloud and Energy-efficient Real-time Image Processing at the Edge for Fish Segmentation in Underwater Videos
Segmentation in Underwater Videos'. IEEE Access, 10 :117796-117807. [DOI]
Sediment Prediction in the Great Barrier Reef using Vision Transformer with finite element analysis
2022
Jahanbakht, Mohammad; Xiang, Wei; Azghadi, Mostafa Rahimi (2022) 'Sediment Prediction in the Great Barrier Reef using Vision Transformer with finite element analysis'. Neural Networks, 152 :311-321. [DOI]
Jahanbakht, Mohammad; Xiang, Wei; Robson, Barbara; Rahimi Azghadi, Mostafa (2022) 'Nitrogen prediction in the Great Barrier Reef using finite element analysis with deep neural networks'. Environmental Modelling & Software, 150 . [DOI]
Jahanbakht, Mohammad; Xiang, Wei; Hanzo, Lajos; Rahimi Azghadi, Mostafa (2021) 'Internet of underwater things and big marine data analytics — a comprehensive survey'. IEEE Communications Surveys & Tutorials, 23 (2):904-956. [DOI]
Ghandehari, Mehdi Bahadorzadeh; Jahanbakht, Mohammad (2017) 'Design and fabrication a metamaterial based absorber for GSM and DCS band application'. International Journal of Electrical and Electronic Engineering and Telecommunications, 6 (2).
Jahanbakht, M.; Lotfi-Neyestanak, A.A. (2011) 'Coplanar MEMS Phased Array Antenna Using Koch Fractal Geometry'. Progress In Electromagnetics Research M, 17 :29-42. [DOI]
Journal Publication
ResearchOnline@JCU
Lotfi-Neyestanak, Abbas Ali; Mirzapour, Babak; Jahanbakht, Mohammad (2011) 'Modeling the Local Rainfall Effects on Millimeter-Wave Propagation Using Homogeneous Meteorological Areas'. IEEE Geoscience and Remote Sensing Letters, 8 (6):1120-1124. [DOI]
Journal Publication
ResearchOnline@JCU
Naghavi, A.H.; Tondro-Aghmiyouni, M.; Jahanbakht, M.; Lotfi Neyestanak, A.A. (2010) 'Hybrid Wideband Microstrip Wilkinson Power Divider Based on Lowpass Filter Optimized Using Particle Swarm Method'. Journal of Electromagnetic Waves and Applications, 24 :1877-1886. [DOI]
Journal Publication
ResearchOnline@JCU
Jahanbakht, Mohammad; Neyestanak, A. A. Lotfi; Vakili, E.; Moghaddasi, M.N.; Sadeghzadeh, R.A. (2009) 'Augmented Crescent as a Band Notching Patch to an Ultra Widband Microstrip Antenna'. Journal of Electromagnetic Waves and Applications, 23 (11-12):1545-1554. [DOI]
Journal Publication
ResearchOnline@JCU
Jahanbakht, M.; Lotfi Neyestanak, A.A.; Naser-Moghaddasi, M. (2008) 'Coplanar waveguide wideband fractal Koch antenna'. Microwave & Optical Technology Letters, 50 (4):936-939. [DOI]
Journal Publication
ResearchOnline@JCU
Hassani, H.R.; Jahanbakht, M. (2008) 'Method of moment analysis of finite phased array of aperture coupled circular microstrip patch antennas'. Progress In Electromagnetics Research B, 4 :197-210. [DOI]
Journal Publication
ResearchOnline@JCU
Lotfi Neyestanak, A.A.; Jahanbakht, M.; Sadegh Mohammadi, H.R.; Graeeli, A. (2008) 'Field Simulation of a High Voltage Inductor for Series Resonant Generator'. Journal of Electromagnetic Waves and Applications, 22 (17-18):2391-2398. [DOI]
Journal Publication
ResearchOnline@JCU