Contact

Email

muhammad.usman@unimelb.edu.au

Credentials

Position
Honorary Principal Fellow
School of Physics
Education
Doctoral Degree (Research) / PhD
Purdue University
Masters Degree (Coursework & Research)
University of Engineering and Technology, Lahore
Bachelors Degree (Honours)
University of Engineering and Technology, Lahore
ORCID

0000-0003-3476-2348

A/Prof M Usman

Honorary Principal Fellow
School of Physics
131 Scholarly works
4 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Adversarial robustness guarantees for quantum classifiers
    DOI: 10.1038/s41534-025-01129-3
  • 2026

    Journal article

    Geometric and quantum kernel methods for predicting skeletal muscle outcomes in experimental chronic obstructive pulmonary disease
    DOI: 10.1038/s41598-026-65964-w
  • 2026

    Journal article

    Fast and noise-aware machine learning variational quantum eigensolver optimiser
    DOI: 10.1088/2399-1984/ae9fa5
  • 2026

    Conference Proceedings

    QBugLM: An Agentic Benchmarking Framework for LLM-based Quantum Software Debugging
    DOI: 10.1109/qsw72780.2026.00028
  • 2024

    Research contracts (non-grants)

    Crosstalk Attacks and Mitigation in Quantum Computing
  • 2023

    Research contracts (non-grants)

    Quantum Compiler Development With Error Correction
  • 2022

    Research Contracts

    Quantum Technology Challenge 2022
M Usman

Latest Honours,
Awards and Fellowships

2020
Finalist 2020 Rising Stars in Computational Materials Science Elsevier Materials Today
2019
Dean's Award for Excellence in Research Faculty of Science, The University of Melbourne
2019
2nd Best Talk Prize at the Annual Workshop of Center in 2019 2nd Best Talk Prize at CQC2T Workshop 2019
2018
3rd Best Talk Prize at the Annual Workshop of Center in 2018 3rd Best Talk Prize at CQC2T Workshop 2018

RECENT SCHOLARLY WORKS

RECENT PROJECTS

  • 2020

    Research Contracts

    Army Quantum Technologies Exploration: Hybrid HPC-quantum Computing for Last-Mile Resupply Optimisation