Dr George Stamatescu
Senior Research Fellow (C)
School of Chemical Engineering
College of Engineering and Information Technology
I am interested in the problems of operations research and sequential decision making broadly, both theoretical and applied to real-world problems. I have experience in complex systems and mathematical techniques that enable analytical studies of systems. I am currently working on problems of workforce planning for large, complex projects over long horizons.
I am interested in the problems of operations research and sequential decision making broadly, both theoretical and applied to real-world problems. I have experience in complex systems and mathematical techniques that enable analytical studies of systems. I am currently working on problems of workforce planning for large, complex projects over long horizons.
| Date | Position | Institution name |
|---|---|---|
| 2020 - ongoing | Post-doctoral researcher | University of Adelaide |
| Date | Institution name | Country | Title |
|---|---|---|---|
| 2014 - 2019 | University of Adelaide | Australia | PhD |
| Year | Citation |
|---|---|
| 2025 | Stamatescu, G. (2025). Statistical field theory for Markov decision processes under uncertainty. Journal of Machine Learning Research, 26. |
| 2018 | Stamatescu, G., White, L., & Bruce-Doust, R. (2018). Track Extraction with Hidden Reciprocal Chains. IEEE Transactions on Automatic Control, 63(4), 1097-1104. Scopus18 WoS18 |
| Year | Citation |
|---|---|
| 2020 | Stamatescu, G., Gerace, F., Lucibello, C., Fuss, I., & White, L. (2020). Critical Initialisation in Continuous Approximations of Binary Neural Networks. In Proc ICLR 2020 (pp. 1-23). online: ICLR. |
| 2015 | Stamatescu, G., Dick, A., & White, L. (2015). Multi-camera tracking of intelligent targets with Hidden Reciprocal Chains. In Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications (pp. 1-8). Adelaide, Australia: IEEE. DOI Scopus5 |
Maths Learning Centre Tutor (2012- present).
Control III Tutor (2014).
| Date | Role | Research Topic | Program | Degree Type | Student Load | Student Name |
|---|---|---|---|---|---|---|
| 2021 - 2024 | Co-Supervisor | Analysis of New Methods for Inference in Markov Decision Processes | Master of Philosophy | Master | Full Time | Mr Blake Edward Donnelly |
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