Siamak Pedrammehr is an accomplished academic, holding a Ph.D. from Deakin University. With an extensive publication portfolio, he demonstrates a strong commitment to advancing knowledge through research. His contributions to academia are recognized through multiple prestigious fellowships and awards. He is highly regarded for his dedication to education. He was also an Associate Research Fellow at Deakin University and currently he serves as an Assistant Professor at Tabriz Islamic Art University. Additionally, he actively contributes to the academic community as a reviewer and editor for various scholarly journals.

                                                                            Siamak Pedrammehr

                                        Assistant Professor, Faculty of Design, Tabriz Islamic Art University
                                                              Email: s.pedrammehr@tabriziau.ac.ir

Postdoc in Mechanical Engineering, University of Tabriz, Tabriz, Iran, May 2022.
Ph.D. in Engineering, Deakin University, VIC, Australia, September 2018.
M.Sc. in Mechanical Engineering, University of Tabriz, Tabriz, Iran, February 2011.
B.Sc. in Mechanical Engineering, University of Tabriz, Tabriz, Iran, October 2007.
 

Mathematical modeling, Statics, Dynamics, Mechanics of materials, Manufacturing methods, Machine tool, Machinability.

Lecturer, Tabriz Islamic Art University, since 2020.

Lecturer, University of Applied Science and Technology, MST Branch, from 2014 to 2015.

Lecturer, Islamic Azad University, Ajabshir Branch, from 2012 to 2013.

Modeling and simulation
Applied AI
Manufacturing
Structural health monitoring
Fault diagnosis
Dynamics, vibrations and modal analysis
Industry 5.0

Google Scholar
 

• Journal papers

1. M.R.C. Qazani, M. Sajed, S. Pedrammehr, S.M.H. Seyedkashi, “Mechanical properties estimation of multilayer friction stir plug welded Aluminium plates using time-series neural network models”, Soft Comput., vol. 29, pp. 1147–1168, 2025. (Springer, Link)
2. P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, A. Shahhoseini, “Generative Artificial Intelligence in adaptive social manufacturing for achieving Industry 5.0 sustainability goals”, Processes, vol. 13, no. 4, p. 1174, 2025. (MDPI, Link)
3. M.A. Saeimi Sadigh, M. Sajed, S. Pedrammehr, “Creep damage analysis of a thick-walled spherical vessel under unexpected severe thermal conditions”, Modelling Simul. Mater. Sci. Eng., 2025. (IOP, Accepted)
4. Z. Najdovski, S. Pedrammehr, M.R.C. Qazani, H. Abdi, H. Asadi, “Advancing haptic realism: modeling grasp contact vibrations for enhanced virtual environment interaction”, Eng. Res. Express, vol. 7, no. 1, p. 015534, 2025. (IOP, Link)
5. A. Jafarizadeh, S.F. Maleki, P. Pouya, N. Sobhi, M. Abdollahi, S. Pedrammehr, C.P. Lim, H. Asadi, R. Alizadehsani, R.S. Tan, S.M. Shariful Islam, U.R. Acharya, “Current and future roles of artificial intelligence in retinopathy of prematurity”, Artif. Intell. Rev., vol. 58, no. 188, pp. 1-55, 2025. (Springer, Link)
6. N. Sobhi, Y. Sadeghi-Bazargani, M. Mirzaei, M. Abdollahi, A. Jafarizadeh, S. Pedrammehr, R. Alizadehsani, R.S. Tan, S.M. Shariful Islam, U.R. Acharya, “Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging”, J. Diabetes Metab. Disord., vol. 24, p. 104, 2025. (Springer, Link)
7. P. Khalafi, S. Morsali, S. Hamidi, H. Ashayeri, N. Sobhi, S. Pedrammehr, A. Jafarizadeh, “Artificial intelligence in stroke risk assessment and management via retinal imaging”, Front. Hum. Neurosci., vol. 19, p. 1490603, 2025. (Frontiers, Link)
8. M.T. Khosroshahi, S. Morsali, S. Gharakhanlou, A. Motamedi, S. Hassanbaghlou, H. Vahedi, S. Pedrammehr, H.M. Dipu Kabir, A. Jafarizadeh, “Explainable artificial intelligence in neuroimaging of alzheimer’s disease”, Diagnostics, vol. 15, no. 5, p. 612, 2025. (MDPI, Link)
9. M.A. Khan, H. Asadi, M.R.C. Qazani, A. Arogbonlo, S. Pedrammehr, A. Anwar, H. Zhou, L. Wei, A. Bhatti, S. Oladazimi, B. Khan, S. Nahavandi, “Enhancing cognitive workload classification using integrated LSTM layers and CNNs for fNIRS data analysis”, Computers, vol. 14, no. 2, p. 73, 2025. (MDPI, Link)
10. S. Pedrammehr, M. Sajed, S. Pakzad, A.Z. Jond, M.M. Ettefagh, S. Tutunchilar, “Microstructure and mechanical characteristics of Al1050/B₂O₃+Cu hybrid surface nanocomposite fabricated using friction stir processing”, Mater. Res. Express, vol. 11, no. 9, p. 096503, 2024. (IOP, Link)
11. S. Pedrammehr, M. Sajed, K.I. Abdul-Lateef Al-Abdullah, S. Pakzad, A.Z. Jond, M.R.C. Qazani, M.M. Ettefagh, “Experimental and machine learning study on friction stir surface alloying in Al1050-Cu alloy”, J. Manuf. Mater., vol. 8, no. 4, p. 163, 2024. (MDPI, Link)
12. Z. Najdovski, S. Pedrammehr, H. Abdi, S. Deshpande, T. Liu, J. Mullins, M. Fielding, S. Hilton, H. Asadi, “HaptiScan: a haptically-enabled robotic ultrasound system for remote medical diagnostics”, Robotics, vol. 13, no. 11, p. 164, 2024. (MDPI, Link)
13. A. Ghaffari, Y. Shahbazi, M.M. Kashavar, M. Fotouhi, S. Pedrammehr, “Advanced predictive structural health monitoring in high-rise buildings using recurrent neural networks”, Buildings, vol. 14, no. 10, p. 3261, 2024. (MDPI, Link)
14. Y. Shahbazi, M. Abdkarimi, F. Ahmadnejad, M.M. Kashavar, M. Fotouhi, S. Pedrammehr, “Comparative study of optimal flat double space structures with diverse geometries through genetic algorithm”, Buildings, vol. 14, no. 9, p. 2816, 2024. (MDPI, Link)
15. A.Z. Jond, S. Pedrammehr, S. Pakzad, M.R.C. Qazani, “Exploring the geometric design of a 3T1R parallel-based machine tool to achieve a targeted workspace”, Int. J. Adv. Manuf. Technol., vol. 130, pp. 1799–1822, 2024. (Springer, Link)
16. M. Safaei, M. Hejazian, S. Pedrammehr, S. Pakzad, M.M. Ettefagh, M. Fotouhi, “Damage detection of gantry crane with a moving mass using artificial neural network”, Buildings, vol. 14, no. 2, p. 458, 2024. (MDPI, Link)
17. M. Abdollahi, A. Jafarizadeh, A.G. Asbagh, N. Sobhi, K. Pourmoghtader, S. Pedrammehr, H. Asadi, R.S. Tan, R. Alizadehsani, U.R. Acharya, “Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: a review of the last decade”, WIREs Data. Mining. Knowl. Discov., p. e1560, 2024. (Wiley, Link)
18. H. Najafi, K. Savoji, M. Mirzaeibonehkhater, S.V. Moravvej, R. Alizadehsani, S. Pedrammehr, “A novel method for 3D lung tumor reconstruction using generative models”, Diagnostics, vol. 14, no. 22, p. 2604, 2024. (MDPI, Link)
19. H. Ashayeri, M. Abdollahi, A. Jafarizadeh, S. Morsali, S. Pedrammehr, R. Alizadehsani, J.M. Gorriz, “Convolutional neural network and glioma genotyping: a systematic review”, JCO, vol. 42, no.16-suppl, p. e14038, 2024. (َASCO, Link).
20. S.F. Maleki, M. Yousefi, Z. Hajiesmailpoor, A. Jafarizadeh, S. Pedrammehr, R. Alizadehsani, J.M. Gorriz, “Role of artificial intelligence in ocular tumors: a systematic review”, JCO, vol. 42, no.16-suppl, p. e15070, 2024. (ASCO, Link)
21. H. Ashayeri, N. Sobhi, P. Pławiak, S. Pedrammehr, R. Alizadehsani, A. Jafarizadeh, “Transfer learning in genetic research: enhancing mutation detection, gene expression analysis, and syndrome recognition”, Cancers, vol. 16, no. 11, p. 2138, 2024. (MDPI, Link)
22. S.F. Maleki, M. Yousefi, A. Jafarizadeh, S. Afshar, S. Pedrammehr, C.P. Lim, H. Asadi, “Artificial intelligence for multiple sclerosis management using retinal images: pearl, peaks, and pitfalls”, Semin. Opthlmol., vol. 39, pp. 271–288, 2023. (Taylor & Francis, Link)
23. S. Rajebi, S. Pedrammehr, K.I. Abdul-Lateef Al-Abdullah, H. Asadi, C.P. Lim, “An optimized microstrip antenna to generate intense localized heating at target sites for maximum effect”, SN Appl. Sci., vol. 6, p. 235, 2024. (Springer, Link)
24. S. Pedrammehr, M.R.C. Qazani, Optimisation Models and Applications, Special Issue Reprint, MDPI, ISBN 978-3-7258-0137-4. (MDPI, Link)
25. S. Pedrammehr, M.R.C. Qazani, Special Issue “Optimisation Models and Applications”, Axioms, vol. 13, no. 1, p. 45, 2024. (MDPI, Link)
26. Y. Shahbazi, M. Ghofrani, S. Pedrammehr, “Aesthetic assessment of free-form space structures using machine learning based on the expert's experiences”, Buildings, vol. 13, no. 10, p. 2508, 2023. (MDPI, Link)
27. S. Rajebi, S. Pedrammehr, R. Mohajerpoor, “A license plate recognition system with robustness against adverse environmental conditions using Hopfield's neural network” Axioms, vol. 12, no. 5, p. 424, 2023. (MDPI, Link)
28. M.R.C. Qazani, S. Amini, S. Pedrammehr, M. Baraheni, A.H. Suhail, “A machine learning method for cutting parameter selection in rotary ultrasonic-assisted end grinding”, Int. J. Adv. Manuf. Technol., vol. 126, pp. 1577–1591, 2023. (Springer, Link)
29. A. Shahhoseini, S. Heydari, S. Pedrammehr, “Manufacturing and assembly for the ease of product recycling: a review”, Designs, vol. 7, no. 2, p. 42, 2023. (MDPI, Link)
30. S. Pakzad, S. Pedrammehr, M. Hejazian, “A study on the beech wood machining parameters optimization using response surface methodology”, Axioms, vol. 12, no. 1, p. 39, 2023. (MDPI, Link)
31. M.R.C. Qazani, H. Parvaz, S. Pedrammehr, “Optimization of fixture locating layout design using comprehensive optimised machine learning”, Int. J. Adv. Manuf. Technol., vol. 122, pp. 2701–2717, 2022. (Springer, Link)
32. S. Pedrammehr, M. Hejazian, M.R.C. Qazani, H. Parvaz, S. Pakzad, M.M. Ettefagh, A.H. Suhail, “Machine learning-based modelling and meta-heuristic-based optimization of specific tool wear and surface roughness in the milling process”, Axioms, vol. 11, no. 9, p. 430, 2022. (MDPI, Link)
33. M.R.C. Qazani, V. Pourmostaghimi, M. Moayyedian, S. Pedrammehr, "Estimation of tool–chip contact length using optimized machine learning in orthogonal cutting", Eng. Appl. Artif. Intell., vol. 114, p. 105118, 2022. (Elsevier, Link)
34. S. Pedrammehr, M.R.C. Qazani, H. Asadi, M.M. Ettefagh, S. Nahavandi, “Model-based control of axisymmetric hexarot parallel manipulators”, Results in Control and Optimization, vol. 7, p. 100135, 2022. (Elsevier, Link)
35. M.J. Zenjanab, S. Pedrammehr, M.R.C. Qazani, M.R. Shabgard, “Influence of cutting fluid-based CuO-nanofluid with boric acid-nanoparticles additives on machining performances of AISI 4340 tool steel in high-speed turning operation”, Iran. J. Sci. Technol. Trans. Mech. Eng., vol. 46, pp. 335-345, 2022. (Springer, Link)
36. M.R.C. Qazani, S. Pedrammehr, H. Abdi, S. Nahavandi, “Performance evaluation and calibration of Gantry-Tau parallel mechanism”, Iran. J. Sci. Technol. Trans. Mech. Eng., vol. 44, pp. 1013-1027, 2020. (Springer, Link)
37. S. Pedrammehr, H. Asadi, S. Nahavandi, “A study on vibrations of hexarot-based high-G centrifugal simulators”, Robotica, vol. 38, no. 2, pp. 299-316, 2020. (Cambridge University Press, Link)
38. S. Pedrammehr, N.J. Aghdam, S. Pakzad, M.M. Ettefagh, M.H. Sadeghi, “A study on vibration of Setar: stringed Persian musical instrument”, Journal of Vibroengineering, vol. 20, no. 7, pp. 2680-2689, 2018. (JVE International, Link)
39. S. Pedrammehr, S. Nahavandi, H. Abdi, “Closed-form dynamics of hexarot parallel manipulator by means of the principle of virtual work”, Acta Mech. Sin., vol. 34, no. 5, pp. 883-895, 2018. (Springer, Link)
40. S. Pedrammehr, S. Nahavandi, H. Abdi, “Evaluation of inverse dynamics of hexarot-based centrifugal simulators”, Int. J. Dyn. Control, vol. 6, no. 4, pp. 1505-1515, 2018. (Springer, Link)
41. S. Pedrammehr, B. Danaei, H. Abdi, M.T. Masule, S. Nahavandi, “Dynamic analysis of Hexarot: axis symmetric parallel manipulator”, Robotica, vol. 36, no. 2, pp. 225-240, 2018. (Cambridge University Press, Link)
42. M.R.C. Qazani, S. Pedrammehr, M.J. Nategh, “An investigation on the motion error of machine tools' hexapod table”, Int. J. Precis. Eng. Man., vol. 19, no. 4, pp. 463-471, 2018. (Springer, Link)
43. S. Pedrammehr, M.R.C. Qazani, H. Abdi, S. Nahavandi, “Mathematical modelling of linear motion error for Hexarot parallel manipulators”, Appl. Math. Model., vol. 40, no. 2, pp. 942-954, 2016. (Elsevier, Link)
44. M.R.C. Qazani, S. Pedrammehr, A. Rahmani, B. Danaei, M.M. Ettefagh, A.K.S. Rajab, H. Abdi, “Kinematic analysis and workspace determination of hexarot - a novel 6-DOF parallel manipulator with a rotation-symmetric arm system”, Robotica, vol. 33, no. 8, pp. 1686-1703, 2015. (Cambridge University Press, Link)
45. M.M. Ettefagh, D. Behkamkia, S. Pedrammehr, K. Asadi, “Reliability analysis of the bridge dynamic response in a stochastic vehicle-bridge interaction”, KSCE J. Civ. Eng. Environ. Syst., vol. 19, no. 1, pp. 220-232, 2015. (Springer, Link)
46. M.R.C. Qazani, S. Pedrammehr, M.J. Nategh, “A study on motion of machine tools' hexapod table on freeform surfaces with circular interpolation”, Int. J. Adv. Manuf. Technol., vol. 75, no. 9-12, pp. 1763-1771, 2014. (Springer, Link)
47. M.M.S. Fakhrabadi, N. Khani, S. Pedrammehr, M.M. Mashhadi, “Prediction of buckling instability of perfect and defective carbon nanotubes”, J. Comput. Theor. Nanos., vol. 11, no. 11, pp. 2356-2369, 2014. (ASP, Link)
48. M.R.C. Qazani, S. Pedrammehr, A. Rahmani, M. Shahryari, A.K.S. Rajab, M.M. Ettefagh, “An experimental study on motion error of hexarot parallel manipulator”, Int. J. Adv. Manuf. Technol., vol. 72, no. 9-12, pp. 1361-1376, 2014. (Springer, Link)
49. A. Rahmani, A. Ghanbari, S. Pedrammehr, “Kinematic analysis for hybrid 2-(6-UPU) manipulator by wavelet neural network”, Adv. Mat. Res., vol. 1016, pp. 726-730, 2014. (Trans. Tech. Publication, Link)
50. S. Pedrammehr, M. Mahboubkhah, M.R.C. Qazani, A. Rahmani, S. Pakzad, “Forced vibration analysis of milling machine’s hexapod table under machining forces”, Stroj. Vestn.-J. Mech. E., vol. 60, no. 3, pp. 158-171, 2014. (Strojniški vestnik, Link)
51. S. Pedrammehr, M. Mahboubkhah, N. Khani, “A study on vibration of Stewart platform-based machine tool table”, Int. J. Adv. Manuf. Technol., vol. 65, no. 5-8, pp. 991-1007, 2013. (Springer, Link)
52. M. Mahboubkhah, S. Pedrammehr, “Forced vibration analysis of machine tools’ hexapod table”, Journal of Applied and Computational Sciences in Mechanics, vol. 24, no. 2, pp. 33-44, 2013. (ISC-In Persian, Link)
53. M.M.S. Fakhrabadi, N. Khani, S. Pedrammehr, “Vibrational analysis of single-walled carbon nanocones using molecular mechanics approach”, Physica E, vol. 44, no. 7-8, pp. 1162-1168, 2012. (Elsevier, Link)
54. S. Pedrammehr, H. Farrokhi, A.K.S. Rajab, S. Pakzad, M. Mahboubkhah, M.M. Ettefagh, M.H. Sadeghi, “Modal analysis of the milling machine structure through FEM and experimental test”, Adv. Mat. Res., vol. 383, pp. 6717-6721, 2012. (Trans. Tech. Publication, Link)
55. S. Pedrammehr, M. Mahboubkhah, N. Khani, “Improved dynamic equations for the generally configured Stewart platform manipulator”, J. Mech. Sci. Technol., vol. 26, no. 3, pp. 711-721, 2012. (Springer, Link)

 

• Conference papers

1. M. Sistaninezhad, S. Rajebi, S. Pedrammehr, A. Shajari, K.I. Abdul-Lateef Al-Abdullah, T. Hoang, S. Greuter, H. Asadi, “Classification of drowsiness and alertness states using EEG signals to enhance road safety: a comparative analysis of machine learning algorithms and ensemble techniques”, The 19th Annual International Systems Conference, SYSCON 2025, Montreal, Canada, April 7-10, 2025. (Under review)
2. P.J. Amirkhizi, M. Gilani, S. Pedrammehr, S. Pakzad, G. Rahimzadeh, S. Nahavandi, H. Asadi, “The role of human-centered design in enhancing trust and satisfaction in e-commerce within Industry 5.0”, The 19th Annual International Systems Conference, SYSCON 2025, Montreal, Canada, April 7-10, 2025.
3. M.R.M. Zadeh, P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, G. Rahimzadeh, S. Nahavandi, H. Asadi, “The role of AI in optimizing human-centered complex systems”, International Conference on Neural Information Processing (ICONIP), Auckland, New Zealand, 6-10 December, 2024.
4. P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, S. Nahavandi, A. Arogbonlo, H. Asadi, “Resilience engineering for Industry 5.0 cyber-physical systems: dynamic adaptation and fault tolerance”, IEEE International Conference on Systems, Man, and Cybernetics IEEE (SMC) 2024, Sarawak, Malaysia, 6-10 October, 2024.
5. M. Sistaninezhad, A. Jafarizadeh, S. Rajebi, S. Pedrammehr, R. Alizadehsani, J.M. Gorriz, “Morning anxiety detection through smartphone-based photoplethysmography signals analysis using machine learning methods”, In: Ferrández Vicente, J.M., Val Calvo, M., Adeli, H. (eds) Artificial Intelligence for Neuroscience and Emotional Systems. IWINAC 2024. Lecture Notes in Computer Science, vol. 14674. Springer, Cham, 2024.
6. P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, Z. Asady, A. Arogbonlo, H. Asadi, “Emerging synergies: Industry 5.0 integration of complex systems”, The 18th Annual International Systems Conference, SYSCON 2024, Montreal, Canada, April 15-18, 2024.
7. A.Z. Jond, S. Akhbari, S. Pedrammehr, A. Arogbonlo, Z. Najdovski, H. Asadi, “Higher order kinematics and singularly analyses of a Schönflies parallel manipulator using screw theory methodology”, The 18th Annual International Systems Conference, SYSCON 2024, Montreal, Canada, April 15-18, 2024.
8. F.S. Ahmadi, K.H. Emami, H. Foroutan, L. Kooijman, S. Pedrammehr, H. Asadi, “Development of a new wireless ECG patch: a user experience survey”, The 18th Annual International Systems Conference, SYSCON 2024, Montreal, Canada, April 15-18, 2024.
9. M. Sistaninezhad, S. Rajebi, S. Pedrammehr, “Comparative analysis of optimized machine learning algorithms for heart disease severity recognition using spectrophotometric analysis”, 10th International Conference on Artificial Intelligence and Robotics, QICAR2024, Qazvin, Iran, February 29, 2024.
10. M.R.C. Qazani, H. Asadi, F. Tabarsinezhad, S. Pedrammehr, M. Rostami, C.P. Lim, S. Nahavandi, “Weight tuning of a model predictive control motion cueing using a particle swarm optimization algorithm”, Australian Conference on Robotics and Automation 2022, ACRA 2022, Queensland, Australia, December 6-8, 2022.
11. M.R.C. Qazani, H. Asadi, A. Arogbonlo, G. Rahimzadeh, S. Mohamed, S. Pedrammehr, C.P. Lim, S. Nahavandi, “Whale optimization algorithm for weight tuning of a model predictive control-based motion cueing algorithm”, IEEE International Conference on Systems, Man, and Cybernetics (Virtual Conference), IEEE SMC 2021, Melbourne, Australia, October 17-20, 2021.
12. M.R.C. Qazani, H. Asadi, T. Bellmann, S. Pedrammehr, S. Mohamed, S. Nahavandi, “A new fuzzy logic based adaptive motion cueing algorithm using serial simulation-based motion platform”, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, England, July 19-24, 2020.
13. S. Pedrammehr, M.R.C. Qazani, H. Asadi, S. Nahavandi, “Manipulability analysis of Gantry-Tau parallel mechanism”, Australasian Conference on Robotics and Automation 2019, ACRA 2019, Adelaide, Australia, December 9-11, 2019.
14. S. Pedrammehr, M.R.C. Qazani, H. Asadi, S. Nahavandi, “Control system development of a hexarot-based high-G centrifugal simulator”, The 20th IEEE International Conference on Industrial Technology, IEEE-ICIT 2019, Melbourne, Australia, February 13-15, 2019.
15. S. Pedrammehr, M.R.C. Qazani, H. Asadi, S. Nahavandi, “Kinematic manipulability analysis of hexarot simulators”, The 20^th IEEE International Conference on Industrial Technology, IEEE-ICIT 2019, Melbourne, Australia, February 13-15, 2019.
16. S. Pedrammehr, H. Asadi, S. Nahavandi, “The forced vibration analysis of hexarot parallel mechanisms”, The 20^th IEEE International Conference on Industrial Technology, IEEE-ICIT 2019, Melbourne, Australia, February 13-15, 2019.
17. S. Pedrammehr, M.R.C. Qazani, S. Nahavandi, “A novel axis symmetric parallel mechanism with coaxial actuated arms”, In 2018 4th International Conference on Control, Automation and Robotics (ICCAR), IEEE, pp. 476–480, April 20-23, 2018.
18. M.R.C. Qazani, H. Asadi, S. Pedrammehr, S. Nahavandi, “Performance analysis and dexterity monitoring of hexapod-based simulators”, In 2018 4th International Conference on Control, Automation and Robotics (ICCAR), IEEE, pp. 226–231, April 20-23, 2018.
19. M.J. Tajari, S. Pedrammehr, M.R.C. Qazani, M.J. Nategh, “The effects of joint clearance on the kinematic error of the hexapod tables”, 2017 5th RSI International Conference on Robotics and Mechatronics (ICRoM), Tehran, Iran, October 25-27, pp. 39–44, 2017.
20. S. Pedrammehr, Z. Najdovski, H. Abdi, S. Nahavandi, “Design methodology for a hexarot-based centrifugal high-G simulator”, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Banff, Canada, October 5-8, pp. 3255–3260, 2017.
21. S. Pedrammehr, “Investigation of factors influential on the dynamic features of machine tools’ hexapod table”, 2^nd International Conference on Acoustics and Vibration ISAV 2012, Tehran, Iran, December 26-27, 2012.
22. S. Pedrammehr, M.R.C. Qazani, A.J. Feizi, M.M. Ettefagh, “Modal analysis of grinding machine structure through experimental test and FEM”, International Conference on Mechanical Engineering and Advanced Technology ICMEAT 2012, Isfahan, Iran, October 10-12, 2012.
23. N. Khani, R.A. Mahdavinejad, S. Pedrammehr, M. Cheraghi, M.R. Razfar, “Utilization of SPH method for simulation of milling process”, 3^rd International and 12^th National Conference on Manufacturing Engineering ICME 2011, Tehran, Iran, December 27-29, 2011.
24. S. Pedrammehr, M. Mahboubkhah, N. Khani, “Natural frequencies and mode shapes for vibrations of machine tools’ hexapod table”, 1^st International Conference on Acoustics and Vibration ISAV 2011, Tehran, Iran, December 21-22, 2011.
25. S. Pedrammehr, M. Mahboubkhah, S. Pakzad, “An improved solution to the inverse dynamics of the general Stewart platform”, 2011 IEEE International Conference on Mechatronics, ICM 2011-Proceedings, no. 5971317, pp. 392–397, April 13-15, 2011.

 

• Revised and under review journal papers

1. Z. Najdovski, S. Pedrammehr, M.R.C. Qazani, H. Abdi, V.T. Huynh, S. Deshpande, T. Liu, J. Mullins, M. Fielding, S. Hilton, T. Fukuda, “Remote medical diagnosis through haptically-enabled robotic ultrasound”, (Springer, Under review)
2. P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, “A system-based approach to value prioritization in Industry 5.0 for sustainable value creation”, Discov. Sustain., (Springer, Revised)
3. M. Rostamipaskouhani, P.J. Amirkhizi, S. Pedrammehr, A.M.A. Nezhad, F. Bohli, M.A. Nemati “Redefining the role of industrial designers in achieving Industry 5.0 sustainability goals”, Res. Eng. Des., (Springer, Under review)
4. A.M.A. Nezhad, P.J. Amirkhizi, S. Pedrammehr, M. Rostamipaskouhani, A.M.A. Nezhad, F. Bohli, M.A. Nemati “Design management model in the age of Industry 5.0: synergy of artificial intelligence, humans, and machines, Res. Eng. Des., (Springer, Under review)
5. P.J. Amirkhizi, S. Pedrammehr, S. Pakzad, A. Shahhoseini, “Social manufacturing system: a strategic tool for achieving Industry 5.0 sustainability goals in Iran”, J. Mech. Eng., (University of Tabriz, ISC, Revised)
6. A.Z. Jond, S. Pedrammehr, K.I. Abdul-Lateef Al-Abdullah, S. Pakzad, “Geometric design and motion analysis of a novel articulated TTR planar manipulator”, IEEE Access, (IEEE, Under review)
7. A.Z. Jond, M.R.C. Qazani, S. Pedrammehr, S. Pakzad, Z. Najdovski, H. Asadi, “Highly efficient machine learning-based interpolation unit for TTR planar manipulator under externally guided motion”, Robot. Auton. Syst., (Elsevier, Under review)
8. M. Hajazian, A.Z. Jond, S. Pedrammehr, S. Pakzad, “Closed-form dynamics analysis of a novel TTR planar manipulator using virtual work and Hamiltonian mechanics principles”, Multibody Syst. Dyn., (Springer, Under review)
9. Z. Mousavi, S. Pedrammehr, M. Bayat, “Comparative analysis of denoising techniques for vibration signals in rotating machinery”, J. Signal Process. Syst., (Springer, Under review)
10. A.Z. Jond, S. Pedrammehr, A.J. Moghanlo, S. Pakzad, “A novel AI- based interpolation unit for TTR planar manipulator”, (Elsevier, Under review)
11. M. Yousefi, S.F. Maleki, A. Jafarizadeh, M.A. Youshanlui, A. Jafari, S. Pedrammehr, R. Alizadehsani, R. Tadeusiewicz, P. Pławiak, “Advancements in radiomics and artificial intelligence for thyroid cancer diagnosis”, Comput. Methods Programs Biomed., (Elsevier, Under review)
12. M. Sistaninezhad, S. Rajebi, S. Pouramirarsalani, S. Pakzad, H. Asadi, S. Pedrammehr, “Enhancing software defect prediction using machine learning techniques: a comparative study of feature selection, principal component analysis and fisher discriminant ratio”, SN Appl. Sci., (Springer, Revised)
13. D. Ahmadian, M.R.C. Qazani, N. Parvini, S. Pedrammehr, L.V. Ballestra, “Forecasting volatility using hybrid machine learning method: sequencing block, multi-layer perceptron, and bayesian optimization”, Comput. Econ., (Springer, Under review)
14. F. Rastkar, A. Shahhoseini, S. Pakzad, S. Pedrammehr, “Sustainable upcycling in design: comprehensive approaches to waste reduction in the fashion industry”, AJES, (Academia, Under review)
15. M.R.C. Qazani, A.H.I. Mourad, M. Dorudgar, M. Moayyedian, M. Sajed, S.M.H. Seyedkashi, S. Pedrammehr, “Mechanical properties prediction of bi-metal foam sandwiches using machine learning methods and elastic deformation behaviour”, Eng. Appl. Artif. Intell., (Elsevier, Revised)
16. M.T. Khosroshahi, S. Gharakhanlou, S. Morsali, S. Hamidi, F. Darvishi, S. Pedrammehr, R. Alizadehsani, K. Pourmoghtader, N. Sobhi, “Transfer learning applications in musculoskeletal disorders diagnosis and monitoring: a comprehensive review”, Diagnostics, (MDPI, Under review)
17. H. Rasi, M. Sistaninezhad, S. Rajebi, P. Plawiak, R. Alizadehsani, S. Pedrammehr, “Improving breast cancer diagnosis with AI mammogram image analysis”, Appl. Sci., (MDPI, Under review)
18. P. Rostami, N. Sobhi, H. Ashayeri, F. Darvishi, H.A. Ghavifekr, S. Pedrammehr, H.M. Dipu Kabir, A. Jafarizadeh, “Clinical and technological challenges for artificial intelligence integration in healthcare and its future directions”, Computers, (MDPI, Under review)
19. A. Ghaffari, Y. Shahbazi, M.M. Kashavar, M. Fotouhi, S. Pedrammehr, “Ensemble predictive structural health monitoring of space frame structures using convolutional neural networks and long short-term memory models”, Appl. Intell., (Springer, Under review)
20. Y. Shahbazi, S. Hoseinpour, M.M. Kashavar, M. Fotouhi, S. Pedrammehr, “Developing an ANN-based grading model for energy consumption in residential buildings”, Buildings, (MDPI, Under review)
21. M.M. Kashavar, A. Ghaffari, Y. Shahbazi, M. Fotouhi, S. Pedrammehr, “Chaotic dynamic neural network (CDNN): integrating chaos theory for enhanced adaptability and generalization in machine learning”, Mathematics, (MDPI, Under review)
22. S. Pedrammehr, M. Sajed, S. Pakzad, S.A.R. Tabrizi, A.Z. Jond, M.M. Ettefagh, “Wear evaluation and mechanical properties of Al/B₂O₃+TiO₂ hybrid surface composite fabricated via solid-state friction stir processing”, Surf. Topogr.: Metrol. Prop., (IOP, Under review)
23. M. Sajed, S. Pedrammehr, S. Pakzad, A.Z. Jond, M.M. Ettefagh, “Investigation of hybrid friction stir processing for the simultaneous production of Al/Cu+TiO₂ surface composite and surface alloy”, Mater. Res. Express, (IOP, Revised)

 University Research Excellence, Tabriz Islamic Art University, 2024.
 Top Researcher of the Year in the Field of Design, Tabriz Islamic Art University, 2024.
 Young Assistant Professors Award, Center of International Science and Technology Cooperation (CiSTC), 2024.
 Student-Selected Most beloved Faculty Member in Tabriz Islamic Art University, 2024.
 Postdoctoral award, Iran's National Elites Foundation (INEF) Postdoctoral Research Fellowship, University of Tabriz, 2020.
 Postdoctoral award, Alfred Deakin Postdoctoral Research Fellowship (ADPRF), Deakin University, 2019.
 PhD scholarship award, Deakin University Postgraduate Research Scholarship (DUPRS), Deakin University, 2015.

Assistant professor, Faculty of Industrial Design, Tabriz Islamic Art University, since 2022.
Associate Research Fellow, IISRI, Deakin University, from 2024 to 2025.
Postdoctoral researcher, Faculty of Mechanical Engineering, University of Tabriz, from 2020 to 2022.
Doctoral researcher, IISRI, Deakin University, from 2015 to 2018.
Researcher, Faculty of Mechanical Engineering, University of Tabriz, from 2010 to 2012.

Member of the University Publications Committee, Tabriz Islamic Art University, since 2025.
Editorial Board Member, "Discover Artificial Intelligence" (ISSN 2731-0809), Springer, since 2025.	Link
Guest Editor, special issue on "Advances in Machine Learning for Robotics and Industry Applications" in ROBOMECH (ISSN 2197-4225), Springer, 2024 to 2025.	Link
Guest Editor, special issue on "Machine Learning Applications in Image and Signal Processing: Challenges and Solutions" in Electronics (ISSN 2079-9292), MDPI, 2024 to 2025.	Link
Guest Editor, special issue on "Autonomous Strategies for Structural Health Monitoring" in Buildings (ISSN 2075-5309), MDPI, 2024 to 2025.	Link
Topic Editor, "Artificial Intelligence Advancements in Neural Signal Processing and Neurotechnology", Brain-Computer Interfaces, Frontiers in Human Neuroscience (ISSN 1662-5161), 2023 to 2024.	Link
Guest Editor, special issue on "Optimization Models and Applications" in Axioms (ISSN 2075-1680), MDPI, 2022 to 2024.	Link
Member of executive committee of the 3rd International and 12th National Conference on Manufacturing Engineering ICME 2011, 2011.
In charge of student committee of the 11th Iranian Conference on Manufacturing Engineering ICME11, 2010.