Patents:

Quantum residual learning, Muhammad Usman, Amena Khatun, Akib Karim, Provisional Application File Number # 2026903246, 2026

Quantum Kernel Learning, Muhammad Usman, Zeheng Wang, Tim van der Laan, Provisional Application File Number # 2025283549, 2026

    Detecting Attacks on Machine Learning Systems, Muhammad Usman, Maxwell T. West, Sarah M. Erfani, WO2024086876A1, AU2022903159A0, 2024

    Quantum Computer Arrays, Lloyd C.L. Hollenberg, Charles D. Hill, and Muhammad Usman, US Patent App. 17/270,390, 2021

    Automated Determination of Locations of Dopant Atoms, Lloyd C.L. Hollenberg, Muhammad Usman, Yi Zheng Wong, US Patent App. 17/435,351, 2022