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
Fields of research
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
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
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
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
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
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
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
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
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
Funding
Current funding
Past funding
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
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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
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2025
Doctor Philosophy
Artificial Intelligence to Improve Clinical Outcomes in Hospitals
Principal Advisor
Other advisors: Professor Clair Sullivan, Dr Oliver Canfell, Professor Jason Pole
-
2024
Doctor Philosophy
Improving Kidney Disease Detection and Risk Prediction Across Diverse Regional and Socioeconomic Settings
Principal Advisor
Other advisors: Professor David Johnson
-
2024
Doctor Philosophy
The Wealth of Features: towards a coherent cooperative game theory for feature importance
Associate Advisor
Other advisors: Dr Ian Wood, Professor Geoffrey McLachlan
-
2021
Doctor Philosophy
High-Dimensional Quantum Information
Associate Advisor
Other advisors: Professor Andrew White, Associate Professor Jacqui Romero
Media
Enquiries
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