Muhammad Usman

University of Melbourne

Australia

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Articles (21)

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2020

Collaborators (12)

Rajib Rahman

Associate Professor

University of New South Wales

AUSTRALIA

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Kavan Modi

MONASH UNIVERSITY

AUSTRALIA

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Sven Rogge

Professor

University of New South Wales

AUSTRALIA

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Martin Sevior

Professor

University of Melbourne

AUSTRALIA

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Alex Schenk

Lecturer

La Trobe University

AUSTRALIA

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Agustin Schiffrin

MONASH UNIVERSITY

AUSTRALIA

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Zhenchang Xing

Senior Lecturer

Australian National University

AUSTRALIA

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Jeffrey McCallum

Professor

University of Melbourne

AUSTRALIA

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Charles Hill

Senior Lecturer

University of Melbourne

AUSTRALIA

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Antonija Grubisic Cabo

KTH Royal Institute of Technology

SWEDEN

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Michelle Y. Simmons

AUSTRALIA

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Lloyd C. L. Hollenberg

University of Melbourne

AUSTRALIA

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Muhammad Usman

Research Interests

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Articles (21)

Detrimental non-Markovian errors for surface code memory

Quantum HodgeRank: Topology-based rank aggregation on quantum computers

Topological signal processing on quantum computers for higher-order network analysis

Time-adaptive single-shot crosstalk detector on a superconducting quantum computer

Stabilizer Tensor Networks with Magic State Injection

Architectural patterns for designing quantum artificial intelligence systems

Nanowire design by deep learning for energy efficient photonic technologies

Quantum generative learning for high-resolution medical image generation

Quantum Transfer Learning with Adversarial Robustness for Classification of High‐Resolution Image Datasets

Quantum computer error structure probed by quantum error correction syndrome measurements

Hybrid Quantum–Classical Generative Adversarial Network for High-Resolution Image Generation

Towards quantum enhanced adversarial robustness in machine learning

Direct observation of narrow electronic energy band formation in 2D molecular self-assembly

Valley population of donor states in highly strained silicon

Framework for Donor-Qubit Spatial Metrology in Silicon with Depths Approaching the Bulk Limit

Quantum computing: A taxonomy, systematic review and future directions

Long‐Range Surface‐Assisted Molecule‐Molecule Hybridization

Influence of sample momentum space features on scanning tunnelling microscope measurements

Valley interference and spin exchange at the atomic scale in silicon

Epitaxial Formation of SiC on (100) Diamond

Framework for atomic-level characterisation of quantum computer arrays by machine learning

Collaborators (12)

Rajib Rahman

Kavan Modi

Sven Rogge

Martin Sevior

Alex Schenk

Agustin Schiffrin

Zhenchang Xing

Jeffrey McCallum

Charles Hill

Antonija Grubisic Cabo

Michelle Y. Simmons

Lloyd C. L. Hollenberg

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