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Dr Mona Ziaeyan Bahri

Dr Mona Ziaeyan Bahri

Casual Academic

Ph.D., Applied Mathematics, The University of New South Wales, graduate in 2018.

 

Science
School of Mathematics & Statistics

Dr Mona Bahri is an Associate Lecturer in the School of Science, UNSW Canberra. 

 

Research Interests: 

  • Methodology of time series analysis, time series forecasting
  • Natural Hazards and Climate Change 
  • Higher education and curriculum and pedagogy
  •  

For Future Research Students: Ph.D. scholarships of $35,000 (AUD) are available for PhD applicants who achieved H1 (High Distinction) in their undergraduate programme and/or have completed a Masters by Research. If you are interested contact me at f.bahri@adfa.edu.au.

 
Phone
+61 2 5114 5023
E-mail
f.bahri@adfa.edu.au
  • Journal articles | 2019
    Z. Bahri FM; Sharples JJ, 2019, 'Sensitivity of the Empirical Mode Decomposition to Interpolation Methodology and Data Non-stationarity', Environmental Modeling and Assessment, 24, pp. 437 - 456, http://dx.doi.org/10.1007/s10666-019-9654-6
    Journal articles | 2012
    Ziaeyan Bahri M; Karami Khaniki A, 2012, 'تاثير عوامل هندسی بر جزر و مد در خورهای طويل', نشريه علمی-پژوهشی مهندسی دريا, 7, pp. 89 - 104
  • Conference Papers | 2023
    Bahri M; Vahidnia S; Ghignone L; Mohtashamkhani M, 2023, 'Wind Speed Prediction Using a SEEMD-LSTM Model', in 9th International Conference on Engineering and Emerging Technology, ICEET 2023, http://dx.doi.org/10.1109/ICEET60227.2023.10525919
    Conference Papers | 2023
    Bahri M; Vahidnia S; Ghignone L, 2023, 'Wind-speed Forecasting based on Smoothing Ensemble Empirical Mode Decomposition and LSTM', in 2023 International Conference on Power and Renewable Energy Engineering, PREE 2023, pp. 107 - 110, http://dx.doi.org/10.1109/PREE57903.2023.10370420
    Conference Papers | 2022
    Bahri MZ; Vahidnia S, 2022, 'Time Series Forecasting Using Smoothing Ensemble Empirical Mode Decomposition and Machine Learning Techniques', in International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022, http://dx.doi.org/10.1109/ICECCME55909.2022.9988336
    Conference Presentations | 2018
    Ziaeyan Bahri M; Sharples J; Huntley S; McRae RHD, 2018, 'A universal rate of spread index for Australian fuel types', presented at International Conferenceon Forest Fire Research, Portugal
    Theses / Dissertations | 2018
    Ziaeyan Bahri M, 2018, The Sensitivity of Empirical Mode Decomposition and its Application to Environmental Data
    Conference Papers | 2017
    Ziaeyan Bahri M; Sharples J, 2017, 'Empirical Mode Decomposition and the two-tone separation problem in the presence of noise', in MODSIM2017, 22nd International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2017, Hobart Tasmania, pp. 167 - 173, presented at The 22nd International Congress on Modelling and Simulation (MODSIM2017), Hobart Tasmania, 03 December 2017 - 08 December 2017, http://dx.doi.org/10.26190/unsworks/26865
    Conference Presentations | 2017
    Ziaeyan Bahri M; Sharples J, 2017, 'Sensitivity of Empirical Mode Decomposition and its application to geophysical data', presented at TIES-GRASPA 2017 Conference
    Conference Abstracts | 2017
    Ziaeyan Bahri M; Sharples J, 2017, 'Smoothing Ensemble Empirical Mode Decomposition', in Smoothing Ensemble Empirical Mode Decomposition, presented at MODSIM2017 Conference, Hobart
    Conference Papers | 2015
    Ziaeyan Bahri F; Sharples J; Wang X; Sun Y, 2015, 'Modelling sea level and East Australian current co-variability using the Hilbert-Huang transform', in Weber T; McPhee MJ; Anderssen RS (eds.), MODSIM2015, 21st International Congress on Modelling and Simulation, Broadbeach, Queensland, pp. 1254 - 1260, presented at The 21st International Congress on Modelling and Simulation (MODSIM2015), Broadbeach, Queensland, 29 November 2015 - 04 December 2015, http://www.mssanz.org.au/modsim2015/F2/ziaeyanbahri.pdf
    Conference Papers | 2015
    Ziaeyan Bahri F; Sharples JJ, 2015, 'Sensitivity of the Hilbert-Huang Transform to interpolation methodology: examples using synthetic and ocean data', in Weber T; McPhee MJ; Anderssen RS (eds.), MODSIM2015, 21st International Congress on Modelling and Simulation, Modelling and Simulation Society of Australia and New Zealand, Broadbeach, QLD, pp. 1324 - 1330, presented at 21st International Congress on Modelling and Simulation (MODSIM2015), Broadbeach, QLD, 29 November 2015 - 04 December 2015, http://www.mssanz.org.au/modsim2015/F8/ziaeyanbahri.pdf
    Conference Presentations | 2015
    Ziaeyan Bahri M; Sharples J; Wang XH; Sun Y-J, 2015, 'Modeling Brisbane sea level and East Australian Current co-variability using Hilbert HuangTransform', presented at IWMO2015 Conference, Canberra
    Conference Presentations | 2014
    Ziaeyan Bahri M; Sharples J; Wang XH, 2014, 'Relationship between The East Australian Current and sea level rise along the east coast of Australia', presented at Coast to Coast Conference 2014, Perth

My Teaching

Currently I teach the subjects:

  • ZPEM1303 Engineering Mathematics 1A
  • ZPEM3202 Mathematical Tools 
  • ZPEM2310 Engineering Mathematics 2B
  • ZPEM1302 Mathematics 1B

If you are enrolled in one of those courses, please see the Moodle pages for more information.