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Dr Aline Maalouf

Dr Aline Maalouf

Senior Research Associate

1- BSc. in Electrical Engineering.

2- MSc. in Electrical Engineering.

3- Mphil in Control Engineering (Cambridge University).

4- PhD in Quantum Control (UNSW ADFA).

UNSW Canberra
School of Systems & Computing

Aline Maalouf holds BSc. and MSc. degrees in Electrical Engineering, an Mphil degree in Control Engineering from Cambridge University in UK and a PhD. in quantum control from UNSW ADFA. She worked as a research associate at UNSW ADFA and at ANU in the area of quantum control. She has also industrial/academic/lecturer experience in robotics, machine learning and artificial intelligence acquired at ANU. She developed hardware/software integrations on FPGAs (Terasic/Altera) for many projects involving robotic cars, online face detection, online character recognition, online car following robotic cars, hexapod robots, and biped robots in addition to many other projects. She is currently a senior research associate at UNSW ADFA working in the area of machine learning.

    
Phone
62688518
E-mail
a.maalouf@unsw.edu.au
  • Journal articles | 2023
    Maalouf AI; Petersen IR, 2023, 'One port impedance quantization for a class of annihilation operator linear quantum systems', Journal of the Franklin Institute, 360, pp. 14133 - 14173, http://dx.doi.org/10.1016/j.jfranklin.2022.11.007
    Journal articles | 2020
    Maalouf AI; Petersen IR, 2020, 'One Port Impedance Quantization For a Class of Annihilation Operator Linear Quantum Systems', IFAC-PapersOnLine, 53, pp. 287 - 292, http://dx.doi.org/10.1016/j.ifacol.2020.12.137
    Journal articles | 2020
    Maalouf AI; Petersen IR, 2020, 'Positive real properties and physical realizability conditions for a class of linear quantum systems', IFAC-PapersOnLine, 53, pp. 281 - 286, http://dx.doi.org/10.1016/j.ifacol.2020.12.136
    Journal articles | 2017
    Maalouf AI; Petersen IR, 2017, 'Finite horizon H∞ control for a class of sampled-data linear quantum systems', International Journal of Robust and Nonlinear Control, 27, pp. 2292 - 2302, http://dx.doi.org/10.1002/rnc.3683
    Journal articles | 2014
    Maalouf AI; Petersen IR, 2014, 'Finite horizon H∞ control for a class of linear quantum measurement delayed systems: A dynamic game approach', SIAM Journal on Control and Optimization, 52, pp. 1787 - 1808, http://dx.doi.org/10.1137/120866348
    Journal articles | 2013
    Maalouf AI; Petersen IR, 2013, 'On the lossless property of a class of nonlinear quantum systems revisited', Proceedings of the IEEE Conference on Decision and Control, pp. 1241 - 1246, http://dx.doi.org/10.1109/CDC.2013.6760052
    Journal articles | 2012
    Maalouf A; Petersen IR, 2012, 'Sampled-data LQG control for a class of linear quantum systems', Systems and Control Letters, 61, pp. 369 - 374, http://dx.doi.org/10.1016/j.sysconle.2011.12.005
    Journal articles | 2012
    Maalouf A; Petersen IR, 2012, 'Time-varying H infinity control for a class of linear quantum systems: A dynamic game approach', Automatica, 48, pp. 2908 - 2916, http://dx.doi.org/10.1016/j.automatica.2012.06.079
    Journal articles | 2012
    Maalouf AI; Petersen IR, 2012, 'On the lossless property of a class of nonlinear quantum systems', 2012 2nd Australian Control Conference, AUCC 2012, pp. 443 - 447
    Journal articles | 2007
    Maalouf AI, 2007, 'A validated model for the zero drift due to eddy currents in electromagnetic flowmeters operating with electrolytic conductors', IEEE Sensors Journal, 7, pp. 1497 - 1505, http://dx.doi.org/10.1109/JSEN.2007.907562
    Journal articles | 2006
    Maalouf AI, 2006, 'A validated model for the electromagnetic flowmeter's measuring cell: Case of having an electrolytic conductor flowing through', IEEE Sensors Journal, 6, pp. 623 - 630, http://dx.doi.org/10.1109/JSEN.2006.874461
    Journal articles | 2006
    Maalouf AI, 2006, 'A validated model for the zero drift due to transformer signals in electromagnetic flowmeters operating with electrolytic conductors', IEEE Sensors Journal, 6, pp. 1502 - 1510, http://dx.doi.org/10.1109/JSEN.2006.884176
    Journal articles | 2006
    Maalouf AI, 2006, 'The derivation and validation of the practical operating equation for electromagnetic flowmeters: Case of having an electrolytic conductor flowing through', IEEE Sensors Journal, 6, pp. 89 - 96, http://dx.doi.org/10.1109/JSEN.2005.860360
    Journal articles | 1987
    MAALOUF A; BOUARD R, 1987, 'TWO-DIMENSIONAL FLOW OF A VISCOUS INCOMPRESSIBLE FLUID AROUND AND THROUGH A POROUS CYLINDRICAL-SHELL AT LOW REYNOLDS-NUMBER', ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND PHYSIK, 38, pp. 522 - 541, http://dx.doi.org/10.1007/BF00946335
  • Conference Papers | 2021
    Maalouf AI; Petersen IR, 2021, 'Multiport Impedance Quantization for a Class of Annihilation Operator Linear Quantum Systems', in Proceedings of the IEEE Conference on Decision and Control, pp. 4152 - 4157, http://dx.doi.org/10.1109/CDC45484.2021.9683264
    Conference Papers | 2020
    Maalouf A; Petersen I, 2020, 'One Port Impedance quantization for a class of annihilation operators linear quantum systems', BERLIN, GERMANY, presented at IFAC WORLD CONGRESS 2020, BERLIN, GERMANY, 11 July 2020
    Conference Papers | 2020
    Maalouf A; Petersen I, 2020, 'Positive Real Properties for a class of annihilation operator linear quantum systems', berlin, germany, presented at IFAC WORLD CONGRESS 2020, berlin, germany, 11 July 2020
    Conference Papers | 2020
    Sivakumar A; Jain KA; Maalouf AI, 2020, 'Voice Controlled Servo Motor Using an Android Application', in IEEE World Forum on Internet of Things, WF-IoT 2020 - Symposium Proceedings, http://dx.doi.org/10.1109/WF-IoT48130.2020.9221333
    Conference Papers | 2012
    Maalouf A; Petersen IR, 2012, 'On the Lossless Property of a Class of Nonlinear Quantum Systems', in Proceedings of the 2012 Australian Control Conference, AUCC 2012, IEEE, IEEE, pp. 1 - 6, presented at Australian Control Conference, Sydney, 15 November 2012 - 16 November 2012, http://arxiv.org/abs/1208.5113
    Conference Papers | 2012
    Maalouf A; Petersen IR, 2012, 'On the Physical Realizability of a Class of Nonlinear Quantum Systems', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 1088 - 1092, presented at Conference on Decision and Control, Maui, Hawaii, USA, 10 December 2012 - 13 December 2012, http://dx.doi.org/10.1109/CDC.2012.6426168
    Conference Papers | 2012
    Maalouf A; Petersen IR, 2012, 'Sampled-data LQG control for a class of linear quantum systems', in Proceedings of the American Control Conference 2012, IEEE, Fairmont Queen Elizabeth, Montréal, Canada, pp. 5837 - 5842, presented at American control conference, Montreal Canada, 27 June 2012 - 29 June 2012, http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6314610
    Preprints | 2012
    Maalouf AI; Petersen IR, 2012, On the Lossless Property of a Class of Nonlinear Quantum Systems, , http://dx.doi.org/10.48550/arxiv.1208.5113
    Preprints | 2012
    Maalouf AI; Petersen IR, 2012, On the Physical Realizability of a Class of Nonlinear Quantum Systems, , http://dx.doi.org/10.48550/arxiv.1207.5299
    Conference Papers | 2011
    Maalouf A; Petersen IR, 2011, 'Finite Horizon H-Infinity Control for a Class of Linear Quantum Sampled-Data Measurement Systems: A Dynamic Game Approach', in Proceedings of the 18th IFAC World Congress 2011, International Federation of Automatic Control, Milan, Italy, pp. 10141 - 10149, presented at 18th IFAC World Congress, Università Cattolica del Sacro Cuore, Milano, Italy, 28 August 2011 - 02 September 2011, http://www.ifac-papersonline.net/Detailed/50809.html
    Conference Papers | 2011
    Maalouf A; Petersen IR, 2011, 'Finite Horizon H‡ Control for a Class of Linear Quantum Measurement Delayed Systems: A Dynamic Game Approach', in Proceedings of the American Control Conference, Institute of Electrical and Electronics Engineers Inc, Piscataway, NJ, USA, pp. 4340 - 4347, presented at American control conference, San Francisco, California, USA, 29 June 2011 - 01 July 2011, http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5990635&openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DSearch+All%26queryText%3Dmaalouf+and+petersen
    Conference Papers | 2010
    Maalouf AI; Petersen IR, 2010, 'Finite Horizon H(infinity) Control for a Class of Linear Quantum Systems: A Dynamic Game Approach', in 2010 AMERICAN CONTROL CONFERENCE, IEEE, MD, Baltimore, pp. 1904 - 1911, presented at American Control Conference, MD, Baltimore, 30 June 2010 - 02 July 2010, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000287187902050&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Maalouf AI, 2006, 'A validated model for the electromagnetic flowmeter's measuring cell', in Technisches Messen, pp. 350 - 363, http://dx.doi.org/10.1524/teme.2006.73.6.350
    Conference Papers | 2006
    Maalouf AI, 2006, 'Improving the robustness of a parallel robot using Predictive Functional Control (PFC) tools', in Proceedings of the IEEE Conference on Decision and Control, pp. 6468 - 6473, http://dx.doi.org/10.1109/cdc.2006.377557
    Conference Papers | 2006
    Maalouf AI, 2006, 'The effect of the time-constant of the reference trajectory in predictive control on closed-loop stability: An analytical approach for a particular case', in Proceedings of the American Control Conference, pp. 1563 - 1568, http://dx.doi.org/10.1109/acc.2006.1656441
    Conference Papers | 2005
    Maalouf AI, 2005, 'Does the time-constant of the reference trajectory in predictive control affect the closed-loop stability?', in Proceedings of the 20th IEEE International Symposium on Intelligent Control, ISIC '05 and the 13th Mediterranean Conference on Control and Automation, MED '05, pp. 872 - 876, http://dx.doi.org/10.1109/.2005.1467129
    Conference Papers | 2004
    Maalouf AI, 2004, 'The effect of the time-constant of the reference trajectory in predictive control on closed-loop stability: A perceptive approach', in 2004 5th Asian Control Conference, pp. 850 - 856

1- Fellow of The Cambridge Overseas Trust.

2- ALMA Prize.

3- Finalist for the student Best Paper Award at the American Control Conference (ACC 2009).

4- Scholarship from the University of New South Wales.

5-Cambridge Overseas Trust Scholarship.

 

1- The application of machine learning to cybersecurity, IOT and artificial intelligence.

2-The integration of quantum control with machine learning for developing robust quantum computing techniques.

3-The development and integration of signal processing techniques with deep learning.

4-The integration of Embedded Systems with deep learning.