Areas of expertise
Mohammad has a strong life-long commitment working for universities and industries. He worked for over 10 years as a digital engineer, university researcher and lecturer. His experience covers various fields and sectors including academic research (Cranfield University, Bristol Robotics Laboratories, University of the west of England (UWE)), system maintenance and industrial control (industrial cranes at ports and harbors), electronic engineering (broadcasting systems), and electronic system design, simulation, verification and implementation fellows (microelectronic systems companies) that involve a wide range of scientific and technical skills.
As an academic, he developed academic, scientific and industrial collaborations with researchers in a number of different countries including the UK, leading to independent studies which resulted in a number of international journals, conference papers, and book chapters while two of them are also awarded as best papers.
Mohammad was involved with a number of EPSRC funded projects including “No-Fault-Found” (NFF) and “Self-healing cellular architectures for biologically-inspired highly reliable electronic systems” (SABRE). SABRE was a project that Mohammad had contributed toward his PhD titled as "Bio-inspired prokaryotic array for fault-tolerant electronic systems". During his PhD, Mohammad was intensively involved with RTL/FPGA design, simulation, verification and implementation to design a self-healing FPGA-like array and implement it in a Xilinx FPGA; and demonstrate its self-healing feature in a robot control application.
Mohammad received his PhD from the University of the West of England, MSc from Shiraz University and BSc from the Azad University of Saveh all in the field of Electronics.
Mohammad is particularly interested in various aspect of system health management including design for test-ability, prognostics, diagnostics, self-healing and fault-tolerant systems conducted on both robotics (self-healing robot) and electronics (low and high power electronics such as self-healing FPGA-like re-configurable arrays, and smart driver for power module with integrated prognostics capability) as well as RTL/FPGA/ASIC design, test and verification, tools, techniques, and applying them to a wide range of different industrial applications.
He is currently contributing in No-Fault-Found (NFF) project that is a research to deal with a specific type of failures which are hard to detect and repeat during troubleshooting of electronic systems due to their intermittent and random features. NFF may arise from Hardware Trojan integrated with ASIC and FPGA during manufacturing, configuration and programming that as a result may highly reduce expected lifetime and trust-ability of electronics. Mohammad is currently supervising number PhD students to specifically looking into various reliability and security issues that may raise Hardware Trojans integrated with embedded electronics.
Articles In Journals
- Alghassi A, Soulatiantork P, Samie M, Del Pozo AU, Perinpanayagam S & Faifer M (2017) Fault Tolerance Enhance DC-DC Converter Lifetime Extension, Procedia CIRP, 59 268-273.
- Syed WA, Perinpanayagam S, Samie M & Jennions I (2016) A novel intermittent fault detection algorithm and health monitoring for electronic interconnections, IEEE Transactions on Components Packaging and Manufacturing Technology Part A, 6 (3) 400-406.
- Alghassi A, Samie M & Perinpanayagam S (2016) Stochastic RUL Calculation Enhanced With TDNN-Based IGBT Failure Modeling, IEEE Transactions on Reliability, 65 (2) 558-573.
- Ahmad SW, Perinpanayagam S, Jennions I & Samie M (2015) A Carrier Signal Approach for Intermittent Fault Detection and Health Monitoring for Electronics Interconnections System, International Journal of Advanced Computer Science and Applications, 6 (12).
- Samie M, Dragffy G, Tyrrell AM, Pipe T & Bremner P (2013) Novel Bio-Inspired Approach for Fault-Tolerant VLSI Systems, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 21 (10) 1878-1891.
- Bremner P, Liu Y, Samie M, Dragffy G, Pipe A G, Tempesti G, Timmis J & Tyrrell A M (2013) SABRE: A Bio-Inspired Fault-tolerant Electronic Architecture, Bioinspiration and Biomimetics, 8 (1).
- Samie M, Alghassi A & Perinpanayagam S (2015) Unified IGBT prognostic using natural computation. In: IEEE International Digital Signal Processing (DSP), Singapore, 21-24 July 2015.
- Alghassi A, Soulatiantork P, Samie M, Perinpanayagam S & Faifer M (2015) Relibility enhance powertrain using ANFIS base prognostics model. In: 2015 IEEE Conference on Prognostics and Health Management (PHM), Austin, TX, 22-25 June 2015.
- Alghassi A, Soulatiantork P, Samie M, Perinpanayagam S & Faifer M (2015) Reliability enhance powertrain using fuzzy knowledge base prognostics model. In: 2015 17th European Conference on Power Electronics and Applications, Geneva, 8-10 September 2015.
- Samie M, Perinpanayagam S, Alghassi A, Motlagh A & Kapetanios E (2014) Reliability enhanced EV using pattern recognition techniques. In: 2014 IEEE International Electric Vehicle Conference (IEVC), Florence, 17-19 December 2014.
- Samie M, Motlagh AMS, Alghassi A, Perinpanayagam S & Kapetanios E (2014) Realising duality principle for prognostic models. In: The Ninth International Multi-Conference on Computing in the Global Information Technology, Sevilla, 22 June 2014.
- Bremner P, Samie M, Pipe AG & Tyrrell A (2011) Multi-objective optimisation of cell-array circuit evolution. In: 2011 IEEE Congress on Evolutionary Computation (CEC), New Orleans, 5-8 June 2011.
- Samie M, Dragffy G & Pipe T (2011) Novel bio-inspired self-repair algorithm for evolvable fault tolerant hardware systems. In: 11th Annual Conference Companion on Genetic and Evolutionary Computation, Montreal, 8-12 July 2009.
- Samie M, Dragffy G & Pipe T (2011) Unitronics: A Novel Bio-Inspired Fault Tolerant Cellular System. In: Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2011, San Diego, 6-9 June 2011.
- Samie M, Dragffy G, Popescu A, Pipe T & Melhuish C (2009) Prokaryotic Bio-Inspired Model for Embryonics. In: 2009 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2009, San Francisco, 29 July - 1 August 2009.
- Samie M, Dragffy G, Popescu A, Pipe T & Kiely J (2009) Prokaryotic Bio-Inspired System. In: 2009 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2009, San Francisco, 29 July - 1 August 2009.
- Samie M, Dragffy G & Kiely J (2007) Novel Embryonic Array with Neural Network Characteristics. In: 2nd NASA/ESA Conference on Adaptive Hardware and Systems, AHS-2007, Edinburgh, 5-8 August 2007.
- Samie M, Dragffy G & Pipe T Bio-inspired Self-Test for Evolvable Fault Tolerant Hardware Systems. In: 2010 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2010, Anaheim, 15 August - 18 June 2010.
- Paul Bremner, Mohammad Samie, Gabriel Dragffy, Anthony G Pipe & Yang Liu (2011) Evolving cell array configurations using CGP. In: Genetic Programming: Proceedings of 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen (ed.), Berlin: Springer, p. 73-84.