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Oleg Makarynskyy

Oleg Makarynskyy Mail
Australian Institute of Marine Science, Australia

Arafura Timor Research Facility


Scopus profile: link




Selected Publications:

1. Ghorbani, M. A., Asadi, H., Makarynskyy, O., Makarynska, D., Yaseen, Z. M. (2017). Augmented chaos-multiple linear regression approach for prediction of wave parameters. Engineering Science and Technology, an International Journal, 20 (3), 1180–1191. doi: 

2. Ghorbani, M. A., Khatibi, R., FazeliFard, M. H., Naghipour, L., Makarynskyy, O. (2015). Short-term wind speed predictions with machine learning techniques. Meteorology and Atmospheric Physics, 128 (1), 57–72. doi: 

3. Makarynskyy, O., Makarynska, D., Rayson, M., Langtry, S. (2015). Combining deterministic modelling with artificial neural networks for suspended sediment estimates. Applied Soft Computing, 35, 247–256. doi: ttps:// 

4. Domenico, M. D., Ghorbani, M. A., Makarynskyy, O., Makarynska, D., Asadi, H. (2013). Chaos and reproduction in sea level. Applied Mathematical Modelling, 37 (6), 3687–3697. doi: 

5. Karimi, S., Kisi, O., Shiri, J., Makarynskyy, O. (2013). Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia. Computers & Geosciences, 52, 50–59. doi: 

6. Shiri, J., Kişi, Ö., Makarynskyy, O., Shiri, A.-A., Nikoofar, B. (2012). Forecasting daily stream flows using artificial intelligence approaches. ISH Journal of Hydraulic Engineering, 18 (3), 204–214. doi: 

7. Shiri, J., Makarynskyy, O., Kisi, O., Dierickx, W., Fard, A. F. (2011). Prediction of Short-Term Operational Water Levels Using an Adaptive Neuro-Fuzzy Inference System. Journal of Waterway, Port, Coastal, and Ocean Engineering, 137 (6), 344–354. doi: