photo
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
NESP 3.4 Better management of catchment runoff to marine receiving environments in northern Australia. (Old ID 28969)
01 Feb 2023 - 30 Jun 2024

Teaching

Research Advisor Accreditation
Advisor Type

Secondary

Taught Modules
[EG1002] Computing and SensorsTutor
2019
[MA5820] Statistical Methods for Data ScientistsTutor
2021
[CC3501] Embedded Systems Design and InterfacingTutor
2022
[EG1002] Computing and SensorsTutor
2021

Activities

Associations
IEEE
Media
AI sediment prediction tool 'world first' for Reef, Mirage News
Virtual fencing, Local Government News Roundup
Council’s innovative trial helping keep local wildlife safe, Townsville City Council

Output

Deep learning for internet of underwater things and ocean data analytics
2022
Jahanbakht, Mohammad (2022) Deep learning for internet of underwater things and ocean data analytics. [Thesis] [DOI] ...
Other Publication ResearchOnline@JCU
Semi-supervised and weakly-supervised deep neural networks and dataset for fish detection in turbid underwater videos
2023
Jahanbakht, Mohammad; Rahimi Azghadi, Mostafa; Waltham, Nathan J. (2023) 'Semi-supervised and weakly. Ecological Informatics, 78 . [DOI] ...
Journal Publication ResearchOnline@JCU
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 B. Neural Networks, 152 :311-321. [DOI] ...
Journal Publication ResearchOnline@JCU
Sea surface temperature forecasting with ensemble of stacked deep neural networks
2022
Jahanbakht, Mohammad; Xiang, Wei; Rahimi Azghadi, Mostafa (2022) 'Sea surface temperature forecastin. IEEE Geoscience and Remote Sensi, 19 . [DOI] ...
Journal Publication ResearchOnline@JCU
Nitrogen prediction in the Great Barrier Reef using finite element analysis with deep neural networks
2022
Jahanbakht, Mohammad; Xiang, Wei; Robson, Barbara; Rahimi Azghadi, Mostafa (2022) 'Nitrogen predicti. 150 . [DOI] ...
Journal Publication ResearchOnline@JCU
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
2022
Jahanbakht, Mohammad; Xiang, Wei; Waltham, Nathan J.; Rahimiazghadi, Mostafa (2022) 'Distributed Dee. IEEE Access, 10 :117796-...
Journal Publication ResearchOnline@JCU
Internet of underwater things and big marine data analytics — a comprehensive survey
2021
Jahanbakht, Mohammad; Xiang, Wei; Hanzo, Lajos; Rahimi Azghadi, Mostafa (2021) 'Internet of underwat. IEEE Communication, 23 (2):904-956. ...
Journal Publication ResearchOnline@JCU
Design and fabrication a metamaterial based absorber for GSM and DCS band application
2017
Ghandehari, Mehdi Bahadorzadeh; Jahanbakht, Mohammad (2017) 'Design and fabrication a metamaterial b. International Journal of Electrical a, 6 (2). ...
Journal Publication ResearchOnline@JCU
Coplanar MEMS Phased Array Antenna Using Koch Fractal Geometry
2011
Jahanbakht, M.; Lotfi-Neyestanak, A.A. (2011) 'Coplanar MEMS Phased Array Antenna Using Koch Fractal. Progress In Electromagnetics Research M, 17 :29-42. [DOI] ...
Journal Publication ResearchOnline@JCU
Modeling the Local Rainfall Effects on Millimeter-Wave Propagation Using Homogeneous Meteorological Areas
2011
Lotfi-Neyestanak, Abbas Ali; Mirzapour, Babak; Jahanbakht, Mohammad (2011) 'Modeling the Local Rainf. IEEE Geoscience and Re, 8 (6):1120-1124. [D ...
Journal Publication ResearchOnline@JCU
Hybrid Wideband Microstrip Wilkinson Power Divider Based on Lowpass Filter Optimized Using Particle Swarm Method
2010
Naghavi, A.H.; Tondro-Aghmiyouni, M.; Jahanbakht, M.; Lotfi Neyestanak, A.A. (2010) 'Hybrid Wideband. Journal of El, 24 :1877-18...
Journal Publication ResearchOnline@JCU
Augmented Crescent as a Band Notching Patch to an Ultra Widband Microstrip Antenna
2009
Jahanbakht, Mohammad; Neyestanak, A. A. Lotfi; Vakili, E.; Moghaddasi, M.N.; Sadeghzadeh, R.A. (2009...
Journal Publication ResearchOnline@JCU
Coplanar waveguide wideband fractal Koch antenna
2008
Jahanbakht, M.; Lotfi Neyestanak, A.A.; Naser-Moghaddasi, M. (2008) 'Coplanar waveguide wideband fra. 50 (4):936-939. [DOI] ...
Journal Publication ResearchOnline@JCU
Method of moment analysis of finite phased array of aperture coupled circular microstrip patch antennas
2008
Hassani, H.R.; Jahanbakht, M. (2008) 'Method of moment analysis of finite phased array of aperture c. Progress In Electromagnetics Research B, 4 :197-210. [DOI] ...
Journal Publication ResearchOnline@JCU
Field Simulation of a High Voltage Inductor for Series Resonant Generator
2008
Lotfi Neyestanak, A.A.; Jahanbakht, M.; Sadegh Mohammadi, H.R.; Graeeli, A. (2008) 'Field Simulation. Journal of Ele, 22 (17-18):2...
Journal Publication ResearchOnline@JCU