Curriculum Vitae
Postdoctoral Scholar, Department of Psychology, The Ohio State University.
1835 Neil Avenue, Columbus, Ohio 43210
me@murraysbennett.com | ORCID | GitHub
I am a cognitive psychologist using mathematical models, behavioural experiments and machine learning to study perception, workload capacity and decision-making in people and teams. My work includes uncertainty estimation in AI systems and computational methods for testing cognitive theories, with human–AI collaboration as a major research setting.
Education
University of Newcastle, Australia
Collective Workload: Human Performance in Competitive and Collaborative Tasks
University of Newcastle, Australia
Honours Thesis: The Mental Representation of Symbolic Numerals
Research Positions
Department of Psychology, The Ohio State University
- Develop computational methods for communicating neural network metacognition to human users, with the goal of improving human–AI collaboration and decision-making.
- Apply advanced quantitative cognitive models (including Systems Factorial Technology and General Recognition Theory) to test processing independence and interactions in social and cognitive decision-making tasks.
Psychology Department, University of Texas at San Antonio
- Combined human perceptual judgments and computer-vision estimates to improve classification in an offline melanoma image dataset.
- Used General Recognition Theory to examine perceptual interactions and feature integration in medical image decision-making.
Hunter New England Health Local Health District
- Conducted weekly statistical analyses of nationwide FluTracking and COVID-19 survey data for Australian federal government reporting.
- Collaborated with international partners to design, implement, and maintain large-scale survey infrastructure for data collection in New Zealand and Argentina.
School of Biomedical Sciences and Pharmacy, University of Newcastle
- Designed, conducted, and analysed experiments examining physiological correlates of cognitive workload using the Detection Response Task.
School of Psychology, University of Newcastle
- Provided technical and methodological support for research on cognitive processing, decision-making, and perceptual judgement.
- Designed and implemented online versions of foundational cognitive psychology experiments for research and undergraduate instruction.
Centre for Brain and Mental Health Research, University of Newcastle
- Analysed cognitive workload and flight-simulator performance data from helicopter pilots evaluating novel 3D helmet display systems.
- Examined relationships between task demands, performance, and subjective workload in applied human-factors contexts.
Teaching
Artificial Intelligence in Psychology — The Ohio State University
- Lecture and student-led presentations on k-means clustering.
Introduction to Psychology — University of Texas at San Antonio
- Introduction to the scientific study of attention, sensation, perception, emotion, learning, memory, problem solving, personality, development, atypical behaviour, and social behaviour.
School of Psychology, University of Newcastle
- Assessed methodology, data analysis, and scientific writing of honours-level cognitive psychology research projects.
University of Newcastle
- Advanced Research Methods & Design (2021) — advanced statistical techniques, Bayesian analysis, and experimental design at honours level.
- Cognitive Psychology (2020) — attention, memory, language, reasoning, and problem solving with focus on experimental methods.
Associate, Center for the Integration of Research, Teaching and Learning (CIRTL)
- Associate-level teaching accreditation via CIRTL, demonstrating expertise in evidence-based teaching.
Publications
Peer-Reviewed Journal Articles
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Under Review
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Conference Proceedings
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Professional Service
- Society for Mathematical Psychology (2025, 2026)
- Australian Society for Mathematical Psychology (2022)
- Graduate abstracts and presentations judge, Hayes Advanced Research Forum (OSU)
- Abstract reviewer, Southwestern Psychological Association
- 3-Minute Thesis judge, University of Texas at San Antonio
Cognitive Research: Principles and Implications; Computational Brain and Behaviour; Topics in Cognitive Science; Communications Psychology; Journal of Mathematical Psychology
University Service
University of Texas at San Antonio
University of Texas at San Antonio
- Postdoctoral Appreciation Week Organizing Committee
- Postdoctoral Mentor of the Year Judge
- Postdoctoral Association Member
Board of Directors, Community Representative — Newcastle University Sport
Presentations
Invited Talks
- Human-AI perceptual judgements of malignant melanoma. (2024) Psychology Department, University of Newcastle, Australia.
- Human-AI collaboration. (2024) Department of Psychological Sciences, Tarleton State University.
- Collaborative and competitive 'Team Spirit'. (2024) Joint meeting of the Newcastle Cognition Lab and UC Irvine's MADLAB.
Conference Talks (Selected)
- Bennett, M. S., Alaukik, A., Smith, C., & Kvam, P. (2025). Processing independence in implicit attitudes: An SFT and GRT analysis. Society for Mathematical Psychology / ICCM, July.
- Bennett, M. S. & Houpt, J. W. (2024). A GRT examination of the ABCs for melanoma identification with comparison to a deep convolutional neural network. Virtual Meeting of the Society for Mathematical Psychology / ICCM, June.
- Bennett, M. S. & Houpt, J. W. (2024). Using AI and human feature perception to improve melanoma identification. Southwestern Psychology Association Convention, March.
- Bennett, M. S. & Houpt, J. W. (2023). A Bradley-Terry-Luce model-based analysis of human perception and computer vision to identify melanoma lesions. Society for Mathematical Psychology, July.
- Bennett, M. S. (2020). An iterated Prospect Theory model for the Dutch auction. Society for Mathematical Psychology / ICCM Virtual Conference, July.
Posters (Selected)
- Bennett, M. S. (2026). Latent space density as a proxy for confidence in neural networks. OSU AI Research Summit, March.
- Bennett, M. S. (2025). Integrating human and AI perception for enhanced melanoma diagnosis. 66th Annual Meeting of the Psychonomic Society, November.
- Bennett, M. S. (2023). Improving human perception and computer vision identification of malignant melanoma. San Antonio Postdoctoral Research Forum. Best Poster Award.
Awards & Achievements
- 2024 — Best Presentation People's Choice Award, Virtual Mathematical Psychology Conference
- 2023 — Best Poster Presentation, UT Health Postdoctoral Research Forum
- 2019 — Summer Research Internship, University of Newcastle's Centre for Brain and Mental Health
- 2018 — Best Presentation Award, University of Newcastle Student Research Conference
- 2018 — Faculty of Science Commendation List, University of Newcastle
Professional Societies
- Society for Mathematical Psychology 2019 – Present
- Psychonomic Society 2019 – Present
- Southwestern Psychological Association 2024