A/Prof M Usman
Associate Professor in Quantum Computing
School of Physics
124 Scholarly works
4 Projects
HIGHLIGHTS
2026
Journal article
Adversarial robustness guarantees for quantum classifiers
DOI: 10.1038/s41534-025-01129-32026
Journal article
Magic state injection on IBM quantum processors above the distillation threshold
DOI: 10.1038/s41598-026-40381-12026
Journal article
Variational quantum machine learning with quantum error detection
DOI: 10.1007/s42484-026-00347-y2026
Journal article
Context-aware unit testing for quantum subroutines
DOI: 10.1088/2058-9565/ae629e2024
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
RECENT SCHOLARLY WORKS
2026
Journal article
Fully convolutional 3D neural network decoders for surface codes with syndrome circuit noise
DOI: 10.1088/2058-9565/ae5fc92026
Journal article
QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning
DOI: 10.1145/37998982026
Journal article
Almost fault-tolerant quantum machine learning with drastic overhead reduction
DOI: 10.1088/2058-9565/ae21572026
Conference Proceedings
GCAMPS: A Scalable Classical Simulator for Qudit Systems
DOI: 10.1145/3773656.37736892026
Book Chapter
Adversarially Robust Quantum Transfer Learning
DOI: 10.1007/978-3-032-11153-1_122026
Book Chapter
Geometric Quantum Machine Learning
DOI: 10.1007/978-3-032-11153-1_14
RECENT PROJECTS
2020
Research Contracts
Army Quantum Technologies Exploration: Hybrid HPC-quantum Computing for Last-Mile Resupply Optimisation