Overview
Background
Dr Sally Shrapnel is an internationally recognised interdisciplinary scientist whose research spans quantum physics, artificial intelligence, digital medicine, and philosophy. With a unique career trajectory bridging clinical medicine and cutting-edge quantum technologies, Dr Shrapnel is committed to solving foundational and applied problems that cross traditional disciplinary boundaries.
A registered medical practitioner and Fellow of the Royal Australian College of General Practitioners, she brings over two decades of clinical experience in Tasmania, Queensland, and the UK. After earning an MSc in Bioengineering from Imperial College London, she pursued a PhD in Quantum Artificial Intelligence—focusing on quantum causal inference—which launched her second career as a quantum physicist.
Currently, Dr Shrapnel is Associate Professor of Physics at The University of Queensland and Deputy Director of the ARC Centre of Excellence for Engineered Quantum Systems (EQUS). Her research addresses two fundamental questions:
- What does quantum theory reveal about the nature of reality?
- Can quantum resources be harnessed to design faster, more efficient AI algorithms?
These inquiries drive her leading contributions in Quantum Foundations and Quantum Machine Learning, where she develops novel theoretical frameworks and algorithms that aim to unlock the quantum advantage in emerging technologies. As Program Lead for Quantum Technologies for Health at the Queensland Digital Health Centre, Dr Shrapnel is also preparing the state’s healthcare ecosystem for the next technological revolution—bringing quantum tools into real-world applications in health and medicine.
A passionate advocate for interdisciplinary research, Dr Shrapnel continues to publish widely across quantum physics, computer science, digital health, and the philosophy of science. Her work exemplifies the power of rigorous, cross-disciplinary thinking to address some of the most profound and practical challenges of our time.
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
2019
Conference Publication
Deep neural network or dermatologist?
Young, Kyle, Booth, Gareth, Simpson, Becks, Dutton, Reuben and Shrapnel, Sally (2019). Deep neural network or dermatologist?. Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, 17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-33850-3_6
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
-
Doctor Philosophy
Characterising the impact of noise in quantum machine learning.
Principal Advisor
Other advisors: Dr Riddhi Gupta
-
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
-
Doctor Philosophy
Predicting adverse diabetes events in hospitals using machine learning
Associate Advisor
Other advisors: Mr Anton Van Der Vegt, Professor Jason Pole
-
Doctor Philosophy
Perspectives on the de Broglie-Bohm interpretation
Associate Advisor
Other advisors: Professor Timothy Ralph, Dr Peter Evans
Completed supervision
-
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
For media enquiries about Associate Professor Sally Shrapnel's areas of expertise, story ideas and help finding experts, contact our Media team: