3 citations · 11 across the 20 of their papers we have counts for
7 papers · 1 filter
Quantum-Inspired Weight-Constrained Neural Network: Reducing Variable Numbers by 100x Compared to Standard Neural Networks
Shaozhi Li, M Sabbir Salek, Mashrur Chowdhury +1
Although quantum machine learning has shown great promise, the practical application of quantum computers remains constrained in the noisy intermediate-scale quantum era. To take a…
Quantum Annealing-Enhanced Virtual Traffic Lights and its Evaluation Using a Quantum-in-the-Loop Simulation Testbed
Abyad Enan, M Sabbir Salek, Mashrur Chowdhury +3
Virtual Traffic Light (VTL) is a traffic control method that does not require traffic signal-related infrastructure for roadway intersections. Connected vehicles (CVs) are given ri…
Enhancing Transportation Cyber-Physical Systems Security: A Shift to Post-Quantum Cryptography
Abdullah Al Mamun, Akid Abrar, Mizanur Rahman +2
The rise of quantum computing threatens traditional cryptographic algorithms that secure Transportation Cyber-Physical Systems (TCPS). Shor's algorithm poses a significant threat t…
Robust hardware Trojan detection leveraging dual-domain features and stacked ensemble learning
Sefatun-Noor Puspa, Abyad Enan, Reek Majumdar +3
Cyber-physical systems rely on integrated circuits (ICs), making them vulnerable to hardware Trojans that can remain dormant until triggered, causing functional disruption or infor…
Quantum-inspired activation functions and quantum Chebyshev-polynomial network
Shaozhi Li, M Sabbir Salek, Yao Wang +1
Driven by the significant advantages offered by quantum computing, research in quantum machine learning has increased in recent years. While quantum speed-up has been demonstrated…
An Overview of Automated Vehicle Longitudinal Platoon Formation Strategies
M Sabbir Salek, Mugdha Basu Thakur, Pardha Sai Krishna Ala +5
Automated vehicle (AV) platooning has the potential to improve the safety, operational, and energy efficiency of surface transportation systems by limiting or eliminating human inv…
Leveraging Public Cloud Infrastructure for Real-time Connected Vehicle Speed Advisory at a Signalized Corridor
Hsien-Wen Deng, M Sabbir Salek, Mizanur Rahman +3
In this study, we developed a real-time connected vehicle (CV) speed advisory application that uses public cloud services and tested it on a simulated signalized corridor for diffe…