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Associate Professor Sally Shrapnel
Associate Professor

Sally Shrapnel

Email: 
Phone: 
+61 7 336 56931

Overview

Background

Associate Professor Sally Shrapnel is an internationally recognised theoretical physicist whose research lies at the intersection of quantum physics, artificial intelligence, digital health and philosophy of science. Her work seeks to answer a single overarching question: how can we understand and model causation, from the quantum world to complex healthcare systems?

Originally trained as a medical practitioner, Sally worked clinically for more than twenty years in Australia and the United Kingdom before undertaking a PhD in quantum artificial intelligence at The University of Queensland. This unusual combination of clinical medicine, mathematics and theoretical physics now underpins an interdisciplinary research program that connects fundamental science with real-world applications.

Sally is internationally recognised for pioneering Quantum Causal Modelling, the first mathematical framework for representing and discovering causal relationships between quantum systems. Her work has helped establish quantum causality as an internationally active research field, with contributions spanning quantum foundations, quantum information theory and the philosophy of science. She is also developing new quantum algorithms for machine learning and causal inference, with the aim of enabling future quantum computers to solve problems beyond the reach of classical approaches.

Alongside her fundamental research, Sally leads a program developing Quantum Technologies for Digital Health at the Queensland Digital Health Centre. Working with Queensland Health, IBM Quantum and international collaborators, her group investigates how advances in quantum computing, optimisation and artificial intelligence can improve healthcare delivery, patient flow and clinical decision-making. This research reflects her long-standing commitment to translating fundamental discoveries into technologies that deliver public benefit.

Sally has held senior leadership roles across Australia's quantum ecosystem, including Deputy Director of the ARC Centre of Excellence for Engineered Quantum Systems (EQUS), where she helped shape national research strategy, governance and researcher development. She also contributes to international policy, research governance and data stewardship through leadership roles spanning quantum technologies, artificial intelligence and global health.

Her research has been recognised through invited keynote lectures, highly cited publications, international collaborations and leadership of major interdisciplinary research initiatives. She is particularly interested in building intellectual bridges between disciplines and mentoring researchers who combine deep technical expertise with a willingness to tackle important real-world problems.

Beyond research, Sally is passionate about educating the next generation of scientists, engineers and healthcare professionals. She leads the development of AI and digital health education at UQ and is committed to ensuring that emerging technologies are adopted responsibly, ethically and for the public good.

Availability

Associate Professor Sally Shrapnel is:
Available for supervision

Qualifications

  • Bachelor of Medical Science, The University of Queensland
  • Bachelor of Medicine and Surgery and Medical Science, The University of Queensland
  • Masters (Coursework) of Science, Imperial College
  • Doctor of Philosophy, The University of Queensland

Works

Search Professor Sally Shrapnel’s works on UQ eSpace

68 works between 2014 and 2026

61 - 68 of 68 works

2018

Journal Article

Quantum Markovianity as a supervised learning task

Shrapnel, Sally, Costa, Fabio and Milburn, Gerard (2018). Quantum Markovianity as a supervised learning task. International Journal of Quantum Information, 16 (8) 1840010, 1840010. doi: 10.1142/s0219749918400105

Quantum Markovianity as a supervised learning task

2018

Journal Article

Classical and quantum causal interventions

Milburn, Gerard and Shrapnel, Sally (2018). Classical and quantum causal interventions. Entropy, 20 (9) 687, 687. doi: 10.3390/e20090687

Classical and quantum causal interventions

2018

Journal Article

Causation does not explain contextuality

Shrapnel, Sally and Costa, Fabio (2018). Causation does not explain contextuality. Quantum, 2 63, 63. doi: 10.22331/q-2018-05-18-63

Causation does not explain contextuality

2018

Journal Article

Updating the Born rule

Shrapnel, Sally, Costa, Fabio and Milburn, Gerard (2018). Updating the Born rule. New Journal of Physics, 20 (5) 053010, 053010. doi: 10.1088/1367-2630/aabe12

Updating the Born rule

2017

Journal Article

Discovering quantum causal models

Shrapnel, Sally (2017). Discovering quantum causal models. The British Journal for the Philosophy of Science, 70 (1), 1-25. doi: 10.1093/bjps/axx044

Discovering quantum causal models

2016

Other Outputs

Using interventions to discover quantum causal structure

Shrapnel, Sally (2016). Using interventions to discover quantum causal structure. PhD Thesis, School of Historical and Philosophical Inquiry, The University of Queensland. doi: 10.14264/uql.2016.1102

Using interventions to discover quantum causal structure

2016

Journal Article

Quantum causal modelling

Costa, Fabio and Shrapnel, Sally (2016). Quantum causal modelling. New Journal of Physics, 18 (6) 063032, 063032. doi: 10.1088/1367-2630/18/6/063032

Quantum causal modelling

2014

Journal Article

Quantum causal explanation: or, why birds fly south

Shrapnel, Sally (2014). Quantum causal explanation: or, why birds fly south. European Journal for Philosophy of Science, Online First (3), 409-423. doi: 10.1007/s13194-014-0094-5

Quantum causal explanation: or, why birds fly south

Funding

Current funding

  • 2025 - 2027
    Operationally robust quantum machine learning for digital health
    Quantum and Advanced Technologies Co-Investment Program
    Open grant
  • 2025 - 2028
    The View From Somewhere: embodied agents and the quantum perspective
    ARC Discovery Projects
    Open grant

Past funding

  • 2022 - 2023
    SMART Project - Towards Systematic Maturation of Analytics and System Redesign to Transform (SMART) Healthcare and Public Health Research
    Queensland Health
    Open grant
  • 2021 - 2023
    Machine learning prediction of Acute Kidney Injury in hospitalised patients with COVID-19
    Digital Health CRC
    Open grant
  • 2021 - 2022
    Causal Bayesian Networks for COVID
    Monash University
    Open grant
  • 2020 - 2025
    Enhanced data extraction and modelling from electronic medical records and phenotyping for clinical care, and research: Case studies in management of medication stewardship
    Digital Health CRC
    Open grant
  • 2020 - 2024
    Information as fuel for a quantum clock (Foundational Questions Institute grant administered by TUQIA)
    Foundational Questions Institute
    Open grant
  • 2019 - 2021
    'Are Quantum agents possible?' by Silicon Valley Community Foundation
    The University of Queensland in America, Inc
    Open grant
  • 2018 - 2025
    ARC Centre of Excellence for Engineered Quantum Systems (EQuS2)
    ARC Centres of Excellence
    Open grant

Supervision

Availability

Associate Professor Sally Shrapnel is:
Available for supervision

Looking for a supervisor? Read our advice on how to choose a supervisor.

Supervision history

Current supervision

  • Doctor Philosophy

    Avoiding Barren Plateaus and scalability of quantum machine learning algorithms.

    Principal Advisor

    Other advisors: Dr Riddhi Gupta

  • Doctor Philosophy

    Characterising the impact of noise in quantum machine learning.

    Principal Advisor

    Other advisors: Dr Riddhi Gupta

  • Master Philosophy

    Quantum Causal Semiotics

    Principal Advisor

  • Doctor Philosophy

    Predicting adverse diabetes events in hospitals using machine learning

    Associate Advisor

    Other advisors: Professor Jason Pole

  • Doctor Philosophy

    Perspectives on the de Broglie-Bohm interpretation

    Associate Advisor

    Other advisors: Professor Timothy Ralph, Dr Peter Evans

  • Doctor Philosophy

    Digital Health Methods for Evaluating Chronic Organ Injuries Resulting from Infectious Epidemics: Acute Kidney Injury post COVID-19 Omicron Surge as an Exemplar

    Associate Advisor

    Other advisors: Professor Jason Pole

Completed supervision

Media

Enquiries

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