Publications

2025 Link to heading

• Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial Zheng W., …, Senadeera, M., … Newby, J. (2025) JMIR Publications

2024 Link to heading

• EMOTE: An Explainable Architecture for Modelling the Other through Empathy Senadeera, M., … Rana, S. (2024) International Joint Conference on Artificial Intelligence

• A web-based video messaging intervention for suicide prevention in men: study protocol for a five-armed randomised controlled trial Han, JL., … Senadeera, M., … Christensen, H. (2024) Trials

• Utilising causal inference methods to estimate effects and strategise interventions in observational health data Duong, B., Senadeera, M., … Nguyen, T. (2024) Public Library of Science

• Machine learning-generated compression modulus database for 3D printing of gelatin methacryloyl Chen, SL., Senadeera, M., … Venkatesh, S. (2024) International Journal of Bioprinting

2023 Link to heading

• Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: the Vibe Up study Huckvale, K., Hoon, L., …. , Senadeera, M., … Christensen, H. (2023) BMJ Journals

• Predictive Modeling through Hyper-Bayesian Optimization Senadeera, M., Rana, S., Gupta, S., Venkatesh, S. (2023) Arxiv

2022 Link to heading

• Sympathy-based Reinforcement Learning Agents Senadeera, M., George, T., Gupta, S., & Rana, S. (2022) International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

• Empathetic Reinforcement Learning Agents Senadeera, M. (2022) International Conference on Autonomous Agents and Multiagent Systems: Doctoral Consortium (AAMAS)

• The three ghosts of medical AI: Can the black-box present deliver? Quinn TP, Jacobs S, Senadeera M, Le V, Coghlan S, (2022) Artificial Intelligence in Medicine

• Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: The Vibe Up Study Huckvale, K., Hoon, L., …. , Senadeera, M., … Christensen, H. (2022) MedRxiv

2021 Link to heading

• Trust and medical AI: the challenges we face and the expertise needed to overcome them Quinn TP, Senadeera M, Jacobs S, Le V, Coghlan S, (2021) Journal of the American Medical Informatics Association

• Computational design of thermally stable and precipitation-hardened Al-Co-Cr-Fe-Ni-Ti high entropy alloys Joseph, J., Senadeera, M., … & Fabijanic, D. (2021). Journal of Alloys and Compounds

• Coupling machine learning with 3D bioprinting to fast track optimisation of extrusion printing Ruberu, K., Senadeera, M., Rana, S., Gupta, S., Chung, J., Yue, Z., Venkatesh S., & Wallace, G. (2021) Applied Materials Today

2020 Link to heading

• A scrap-tolerant alloying concept based on high entropy alloys Barnett M.R, Senadeera M., Fabijanic D., Shamlaye K., Joseph J., Kada S.R, Rana S., Gupta S., Venkatesh S (2020) Acta Materialia

2019 Link to heading

• Level set estimation with search space warping Senadeera M., Rana S., Gupta S., Venkatesh S. (2019) 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining

• High Temperature, Low Cost and Light Weight High Entropy Superalloys Joseph J., Shamlaye K., Senadeera M., Rana S., Gupta S., Venkatesh S., Barnett M., Fabijanic D. (2019) 1st World Congress on High Entropy Alloy

2017 Link to heading

• Social transition from energy consumers to prosumers: Rethinking the purpose and functionality of eco-feedback technologies Miller W. & Senadeera M. (2017) Sustainable Cities and Society

2015 Link to heading

• Turning gaming EEG peripherals into trainable brain computer interfaces Senadeera M., Maire F., Rakotonirainy A. (2015) AI 2015: Advances in Artificial Intelligence

• Residential electricity costs—Assessment of queensland electricity tariffs for solar households Senadeera M. & Miller W. (2015) IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC)

• Earth hour energy impact Senadeera M. & McGree J. (2015) IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC)