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Posts by Collection
portfolio
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publications
Machine Learning for Medical Image Translation: A Systematic Review
Published in Bioengineering, 2023
Recommended citation: McNaughton, J., Fernandez, J., Holdsworth, S., Chong, B., Shim, V., & Wang, A. (2023). Machine Learning for Medical Image Translation: A Systematic Review. Bioengineering, 10(9), 1078. https://doi.org/10.3390/bioengineering10091078
Synthetic MRI Generation from CT Scans for Stroke Patients
Published in BioMedInformatics, 2023
Recommended citation: McNaughton, J., Holdsworth, S., Chong, B., Fernandez, J., Shim, V., & Wang, A. (2023). Synthetic MRI Generation from CT Scans for Stroke Patients. BioMedInformatics, 3(3), 50. https://doi.org/10.3390/biomedinformatics3030050
Full-Precision and Ternarised Neural Networks with Tunnel-Diode Activation Functions: Computing and Physics Perspectives
Recommended citation: McNaughton, J., Abbas, A. H., & Maksymov, I. S. (2025). Full‑Precision and Ternarised Neural Networks with Tunnel‑Diode Activation Functions: Computing and Physics Perspectives. arXiv. https://doi.org/10.48550/arXiv.2503.04978
Technological Complexity and Risk Reduction: Using Digital Twins to Navigate Uncertainty in Nuclear Weapons Decision-making and EDT Landscapes
Recommended citation: Pogrebna, G., Paul, R., Damaj, N., McNaughton, J., Stacey, G., & Omoijiade, I.-M. (2025). Technological complexity and risk reduction: Using digital twins to navigate uncertainty in nuclear weapons decision-making and EDT landscapes (Policy Brief). European Leadership Network.
Adaptive Neural Quantum States: A Recurrent Neural Network Perspective
Recommended citation: McNaughton, J., & Hibat‑Allah, M. (2025). Adaptive Neural Quantum States: A Recurrent Neural Network Perspective. arXiv. https://doi.org/10.48550/arXiv.2507.18700
Adaptive Neural Quantum States: A Recurrent Neural Network Perspective
Published in 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Machine Learning and the Physical Sciences., 2025
Recommended citation: McNaughton, J., & Hibat‑Allah, M. (2025). Adaptive neural quantum states: A recurrent neural network perspective. In Proceedings of the Machine Learning and the Physical Sciences Workshop at NeurIPS 2025.
talks
Talk 1 on Relevant Topic in Your Field
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assistant for Astr112
Undergraduate Course, University of Canterbury, Department of Physics and Astronomy, 2020
Teaching Assistant for Phys101
Undergraduate Course, University of Canterbury, Semester 1 2020
Senior Teaching Assistant for Phys101
Undergraduate Course, University of Canterbury, Semester 2 2020
Mathematics Teacher
High School, Matrix Education, 2023 - 2025