The Estimation Modeling and Analysis Group (EMANG) publications list is available through **Google Scholar**, **DBLP Computer Science Bibliography** and **ORCID**.

**Journals**:

B. Ben Nasser, M. Djemai, M. Defoort, T-M. Laleg-Kirati, "Time scale observability and constructibility of linear dynamic equations", International Journal of Control.

B. Ben Nasser, M. Djemai, M. Defoort, T-M. Laleg-Kirati, "Time scale state feedback h-stabilisation of linear systems under Lipschitz-type disturbances", International Journal of Systems Science, 58 (8), 1719-1729.

I.N'Doye, W. Cai, A. Al-Awan, X. Sun, W. G. Alheadary, M. S. Alouini, B. Ooi and T. M. Laleg-Kirati, "Reduction of the beam pointing error for improved free-space optical communication link performance", IFAC Journal of Systems and Control.

P. Li and T.M. Laleg‐Kirati, Signal denoising based on the Schrödinger operator's eigenspectrum and a curvature constraint. IET Signal Process, 15: 195-206. 2021.

P. Li and T. -M. Laleg-Kirati, "Central Blood Pressure Estimation From Distal PPG Measurement Using Semiclassical Signal Analysis Features," in *IEEE Access*, vol. 9, pp. 44963-44973, 2021.

**Conferences:**

**Journals**:

F. Aljehani and T.M. Laleg-Kirati, "Iterative Learning Based Modulating Functions Method for Distributed Solar Source Estimation", Accepted for publication in IEEE Control System Letters, 2020.

S. Bhaduri, A. Chahid, E. Achten, T.M. Laleg-Kirati and H. Serrai, "SCSA based MATLAB pre-processing toolbox for 1H MR spectroscopic water suppression and denoising", Informatics in Medicine Unlocked, vol. 18, 2020.

I. N'Doye, S. Asiri, A. Al-Alwan and T.M. Laleg-Kirati, "Modulating function based intelligent PID control of a laser beam pointing and stabilization platform: experimental results", IEEE Transactions on Control Technology, vol. 28, issue. 3, 2020.

M. A. Bahloul and T.M. Laleg-Kirati, "Assessment of Fractional-Order Arterial Windkessel as a Model of Aortic Input Impedance", IEEE Open Journal Of Engineering in Medicine and Biology, 2020.

M. Ghattassi and T.M. Laleg-Kirati, "Analysis and Output Tracking Design for Direct Contact Membrane Distillation Parabolic System", Journal of Mathematical Analysis and Applications, vol. 491, issue. 2, 2020.

A. Aldoghaither and T.M. Laleg-Kirati, "Parameter and differentiation order estimation for a two dimensional fractional partial differential equation", Jounal of Mathmatics, vol.369, 2002.

F.Albalawi, S. Alshehri, A. Chalid, and T.M. Laleg-Kirati, "Voxel Weight Matrix-Based Feature Extraction for Biomedical Applications", IEEE Access Journal Vol.8, pp. 121451-121459, 2020

A. Chahid, F. Albalawi, T. N. Alotaiby, M. H. Al-Hameed, S. Alshebeili, and T.M. Laleg- Kirati, "QuPWM: Feature Extraction Method for Epileptic Spike Classification", accepted in IEEE Journal of Biomedical and Health Informatics, 2020.

X. Guo, F. Albalawi and T.M. Laleg-Kirati, "Observer-based Economic Model Predictive Control for Direct Contact Membrane Distillation, Chemical Engineering Research and Design", Chemical Engineering Research and Design, vol. 156, pp. 86–99, 2020.

P. Bendevis, A. Karam and T.M. Laleg-Kirati, "Optimal Model-Free Control of Solar Thermal Membrane Distillation System", Computers and Chemical Engineering, vol. 133, February 2020.

A. Boumenir, M. Ghattassi, T. M. Laleg-Kirati, "Monitoring the temperature of a direct contact membrane distillation", Math Math Appl Sci. vol.43, pp.1399-1408, 2020.

S. Asiri, D. Liu and T.M. Laleg-Kirati, "Selection of Modulating Functions' Design Parameters for Estimation Problems", accepted in IEEE control letter, 2020.

B. Mohamed, A. Chahid, and T.M. Laleg-Kirati. "Fractional-order SEIQRDP model for simulating the dynamics of COVID-19 epidemic." *arXiv preprint arXiv:2005.01820* (2020).

D. Zhang, I. N’Doye, T. Ballal, T. Y.Al-Naffouri, M. S. Alouini and T. M. Laleg-Kirati, "Localization and Tracking Control Using Hybrid Acoustic-Optical Communication for Autonomous Underwater Vehicles", *IEEE Internet of Things Journal*.

**Conferences**:

E. Piliouras and T.M. Laleg-Kirati, "Quantum-Based Interval Selection of the Semi-Classical Signal Analysis method", 28th European Signal Processing Conference, Amsterdam, Netherlands, 2020.

M. Alharbi, F. Aljehani, I. N'Doye and T.M. Laleg-Kirati, "Adaptive and Robust Control for Energy Efficiency Enhancement of a Parabolic Collector Powering Desalination System", IFAC World Congress, Berlin, July 2020.

A. Chahid, R. Khushaba, A. Al-Jumaily and T. M. Laleg-Kirati, "A Position Weight Matrix Feature Extraction Algorithm Improves Hand Gesture Recognition", *2020 42st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)*.

L. Ghaffour, M. Noack, J. Reger, and T,M. Laleg-Kirati, "Non-asymptotic State Estimation of Linear Reaction-Diffusion Equation using Modulating Functions", IFAC World Congress, Berlin, July 2020.

I. N’Doye, Z. Ding R. Rajamani, A. Zemouche, T,M. Laleg-Kirati*, "A Switched-Gain Non- linear Observer for LED Optical Communication", IFAC World Congress, Berlin, July 2020.

X. Guo, P. Hong, and T. M. Laleg-Kirati, "Nonlinear Model Predictive Control Design for BSM-MBR: Benchmark of Membrane Bioreactor", IFAC World Congress, Berlin, July 2020.

M. Ghattassi and T,M. Laleg-Kirati, "Boundary stabilization of a 2 reaction-diffusion system weakly coupled at the boundary for water desalination application", IFAC World Congress, Berlin, July 2020.

M. Alharbi, F. Aljehani, I. N’Doye and T. M. Laleg-Kirati, "Adaptive and Robust Control for Energy Efficiency Enhancement of a Parabolic Collector Powering Desalination System", IFAC World Congress, Berlin, July 2020.

A. Adil, A. Zemouche, A. Hamaz, T,M. Laleg-Kirati, I. N’Doye and Fazia Bedouhene, "High- Gain Observer Design for Nonlinear Systems With Delayed Measurements ", IFAC World Congress, Berlin, July 2020.

M. Bahloul and T,M. Laleg-Kirati, "Finite-time joint estimation of the arterial blood flow and the arterial Windkessel parameters using modulating functions", IFAC World Congress, Berlin, July 2020.

H. Arezki, A. Zemouche, F. Bedouhene, A. Alessandri and T,M. Laleg-Kirati, "State Observer Design Method for a Class of Nonlinear Systems", IFAC World Congress, Berlin, July 2020.

H. Gritli, A. Zemouche, S. Belghith and T. M. Laleg-Kirati, "Robust Static Output Feedback Stabilization of Continuous-Time Linear Systems Via Enhanced LMI Conditions", IFAC World Congress, Berlin, July 2020.

W. Cai, A. N. Alhashim, I. N’Doye and T. M. Laleg-Kirati, "An Extremum Seeking Control Based Approach for Alignment Problem of Mobile Optical Communication Systems", IFAC World Congress, Berlin, July 2020.

A. Magbool, M. Bahloul, T. Ballal, T. Alnaffouri, and T. M. Laleg-Kirati, "Blind Estimation of Central Blood Pressure using Least-Squares with Mean Matching and Box Constraints", in 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC), 2020.

A. Chahid, R. N. Khushaba, A. Al-Jumaily and T. M. Laleg-Kirati, "Feature extraction for multiclass classification: Application to hand gesture recognition", in 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC), 2020.

P. Li, and T. M. Laleg-Kirati, "Schrodinger Spectrum Based PPG Features for the Estimation of the Arterial Blood Pressure ", in 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC), 2020.

**Journals**:

Aldoghaither, A. and Laleg-Kirati, T.M. (2019). Parameter and differentiation order estimation for a two dimensional fractional partial differential equation. Journal of Computational and Applied Mathematics.

P. Bendevis. A. Karam and T.M. Laleg. (2019) Optimal Model-Free Control of Solar Thermal Membrane Distillation System. Computers and Chemical Engineering

Albalawi, F., Chahid, A., Guo, X., Albaradei, S., Magana-Mora, A., Jankovic, B. R., ... & Bajic, V. B. (2019). Hybrid model for efficient prediction of Poly (A) signals in human genomic DNA. Methods.

Al-Matouq, A. A., Laleg-Kirati, T. M., Novara, C., Rabbone, I., & Vincent, T. (2019). Sparse Reconstruction of Glucose Fluxes using Continuous Glucose Monitors. IEEE/ACM transactions on computational biology and bioinformatics.

Nasser, B. B., Boukerrioua, K., Defoort, M., Djemai, M., Hammami, M. A., & Laleg-Kirati, T. M. (2019). Sufficient conditions for uniform exponential stability and h-stability of some classes of dynamic equations on arbitrary time scales. Nonlinear Analysis: Hybrid Systems, 32, 54-64.

Ibrahima N'Doye, Sharefa Asiri, Adil Aloufi, Asem Al-Alwan and Taous Meriem Laleg-Kirati "Intelligent PID based Modulating Functions for Laser Beam Pointing and Stabilization Platform: Comparison and Experimental Results", IEEE Transactions on Control Systems Technology 2018.

Doye, I. N., Salama, K. N., & Laleg-Kirati, T. M. (2019). Robust fractional-order proportional-integral observer for synchronization of chaotic fractional-order systems. IEEE/CAA Journal of Automatica Sinica, 6(1), 268-277.

S. Khelouat, T. M. Laleg-Kirati, A. Benalia, D. Boukhetala & M. Djemai (2019) A geometric approach to nonlinear fault detection and isolation in a hybrid three-cell converter, International Journal of Systems Science, 50:5, 1069-1088, DOI: 10.1080/00207721.2019.1588409

Z. Belkhatir, S. Mechhod and T.M. Laleg (2019), "Kalman Filter Based Estimation Algorithm for the Characterization of the Spatiotemporal Hemodynamic Response in the Brain" Journal of Control Engineering Practice.

Abderrazak Chahid, Sourav Bhaduri, Mohamed Maoui, Eric Achten, Hacene Serrai & Taous-Meriem Laleg-Kirati, "Residual Water Suppression using the Squared Eigenfunctions of the Schrödinger Operator",IEEE access 2019.

Ayman, Karam and T.M.Laleg-Kirati, Membrane Fouling Modeling and Detection in Direct Contact Membrane Distillation, Accepted in Journal of process control 2019.

Zehor Belkhatir, Sarah Mechhoud and Taous MeriemLaleg-Kiratia, "Kalman filter based estimation algorithm for the characterization of the spatiotemporal hemodynamic response in the brain", Control Engineering Practice Volume 89, August 2019, Pages 180-189

Aldoghaither, A., & Laleg-Kirati, T.-M. (2019). Parameter and differentiation order estimation for a two dimensional fractional partial differential equation. Journal of Computational and Applied Mathematics. doi:10.1016/j.cam.2019.112570.

Wenqi Cai, Ibrahima N'Doye, Boon S. Ooi, Mohamed-Slim Alouini, Taous Meriem Laleg-Kirati (2019),"Modeling and Experimental Study of The Vibration Effects in Urban Free-Space Optical Communication Systems" IEEE Photonics Journal, Link (early access): https://ieeexplore.

P. Bendevis, A. Karam and T.M. Laleg-Kirati, 'Optimal Model-Free Control of Solar Thermal Membrane Distillation System', Computers and Chemical Engineering, 2019

**Conferences**:

Guo, X., Albalawi, F. and Laleg, M., 2019, July. Model Predictive Control Paradigms for Direct Contact Membrane Desalination Modeled by Differential Algebraic Equations. In 2019 American Control Conference (ACC) (pp. 5595-5601). IEEE.

Mohamed A. Bahloul and Taous-Meriem Laleg-Kirati "Two-Element Fractional-Order Windkessel model to Assess the Arterial Input Impedance",in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019.

A. Chahid, T. N. Alotaiby, S. A. Alshebeili, and T.-M. Laleg-Kirati, “Feature Generation and Dimensionality Reduction using the Discrete Spectrum of the Schrodinger Operator for Epileptic Spikes Detection,” in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019.

Ibrahima N’Doye and Taous-Meriem Laleg-Kirati, “Stability and trajectories analysis of a fractional generalization of simple pendulum dynamic equation”, (2019) European Control Conference, June 25-28, 2019, Napoli, Italy.

Nouha Rouis, Ibrahima N’Doye and Taous-Meriem Laleg-Kirati, “Intelligent LQR based PID controller for trajectory tracking of 2-DoF helicopter: comparison and experimental results", 6th International Conference on Control and Signal Processing , March 30-31, 2019, Hammamet, Tunisia.

Xingang Guo, Fahad Albalawi, Ibrahima N’Doye and Taous-Meriem Laleg-Kirati, "State estimation in direct contact membrane distillation based desalination using nonlinear observer", 1st IFAC Workshop on Control Methods for Water Resource Systems, September 19-20, 2019, Delft, Netherlands.

Abdelhafid Zenati, Taous-Meriem Laleg-Kirati, Messaoud Chakir, Mohamed Tadjine, "Dynamical Behavior of Biological Healthy Steady State in Leukemia Using a New Leukemic & Healthy Stem Cells Cohabitation Model with Distributed Delay", acepted in the 2019 American Control Conference will be held Wednesday through Friday, July 10–12, at the Philadelphia, USA.

Abdelhafid Zenati, Taous-Meriem Laleg-Kirati, Messaoud Chakir, Mohamed Tadjine, "On Instability and Global Asymptotic Stability of Age-structured Distributed Delay System Describing Pathological Hematopoeisis", acepted in the 2019 American Control Conference will be held Wednesday through Friday, July 10–12, at the Philadelphia, USA.

**Abstracts**:

A. Chahid , S. Bhaduri, M. Maoui, E. Achten, H. Serrai, and T.-M. Laleg-Kirati, “. Semi-Classical Signal Analysis Method with Soft-Thresholding for MRS denoising” in ISMRM 27th Annual Meeting & Exhibition 2019 held in Canada.

A. Chahid , S. Bhaduri, M. Maoui, E. Achten, H. Serrai, and T.-M. Laleg-Kirati, “ Matlab Tool for Residual Water Suppression and Denoising of MRS Signal using the Schrodinger operator”, in ISMRM 27th Annual Meeting & Exhibition 2019 held in Canada.

A. Chahid, and T.-M. Laleg-Kirati, “Pulse-Shaped Signal Denoising using the Schrodinger Operator” in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019.

**Journals**:

Z. Belkhatir, T.M. Laleg-Kirati, "Parameters and fractional differentiation orders estimation for linear continuous-time non-commensurate fractional order systems", Accepted for publication in Systems & Control Letters, 2018.

**Conferences**:

**Book Chapters**:

**Journals**:

Z. Belkhatir, T.M. Laleg-Kirati, "High-order sliding mode observer for fractional commensurate linear systems with unknown input". Automatica, Vol. 82, pp. 209 - 217, 2017.

S. Elmetennani, T.M. Laleg-Kirati, "Bilinear approximate model based robust Lyapunov control for parabolic distributed collectors". IEEE Transactions on Control Systems Technology, Vol. 25, Issue. 5, 1848 - 1855, 2017.

F.Eleiwi, T.M. Laleg-Kirati*, "Observer-Based Perturbation Extremum Seeking Control with Input Constraints for Direct-Contact Membrane Distillation process". Accepted for publication in International Journal of Control, 2017.

S. Asiri, S. Elmetennani and T.M. Laleg-Kirati*, "Moving-Horizon Modulating FunctionsBased Algorithm for Online Source Estimation in a First Order Hyperbolic PDE, Journal of Solar Energy Engineering, Vol. 139 pp. 061007-1, 2017.

B. Zambri, R. Djellouli* and T.M. Laleg-Kirati "An efficient multi-stage algorithm for full calibration of the hemodynamic model from BOLD signal responses". International Journal for Numerical Methods in Biomedical Engineering, 33:e2875, 2017.

A. M. Karam, A. Alsaadi, N. Ghaffour, and T. M. Laleg-Kirati*, "Analysis of Direct Contact Membrane Distillation Based on a Lumped-Parameter Dynamic Predictive Model ". Desalination Journal, Vol. 402, pp. 50–61, 2017.

I. N’Doye*, T.M. Laleg-Kirati, M. Darouach and H. Voos "H-infinity adaptive observer design for a class of nonlinear fractional-order systems". Journal of Adaptive Control and Signal Processing, Vol 31, pp. 314–331, 2017.

**Conferences**:

A. Chahid*, H. Serrai, R Achten and T.M. Laleg-Kirati, "Adaptive method for MRI enhancement using squared eigenfunctions of the Schrodinger operator ", Biomedical Circuits and Systems Conference (BIOCAS), Turin Italy, October 2017.

M. Bahloul** and T.M. Laleg-Kirati. "Arterial Fractional Order Model, IEEE conference of Engineering in Medicine and Biology Society (EMBC), July 2017.

S. Elmetennani, I. N’Doye*, K. N. Salama and T.M. Laleg-Kirati, "Performance analysis of fractional-order PID controllers for a parabolic distributed solar collector ", IEEE Africon Conference, South Africa, September 2017.

A. Al-Alwan*, X. Guo, I. N’Doye and T.M. Laleg-Kirati, "Laser beam pointing and stabilization by fractional-order PID control: tuning rule and experiments", IEEE Conference on Control Technology and Applications (CCTA), Huwaii, USA, September 2017.

S. Asiri and T.M. Laleg-Kirati*, "Source Estimation for the Damped Wave Equation Using Modulating Functions Method: Application to the Estimation of the Cerebral Blood Flow", The 20th World Congress of the International Federation of Automatic Control (IFAC 2017 World Congress), Toulouse, July 9–14, 2017.

Z. Belkhatir** and T.M. Laleg-Kirati, " Minimum sampling interval for joint parameters and input estimation of coupled hyperbolic PDE and infinite ODE using adaptive observer", Workshop on control of distributed parameters systems, Université de Bordeaux, July 3-7, 2017.

I. N’Doye* and T.M. Laleg-Kirati, "Model Reduction for Nonlinear Distributed Systems". American Control Conference (ACC), Seattle, WA, USA, May 24–26, 2017. [C13] M.U. Majeed* and T.M. Laleg-Kirati, "Iterative Observer Based Method for Source Localization Problem for Poisson Equation in 3D". American Control Conference (ACC), Seattle, WA, USA, May 24–26, 2017.

**Posters & Presentations**:

A. Chahid**, H. Serrai, R Achten and T.M. Laleg-Kirati, "Magnetic Resonance Spectroscopy data water suppression using squared eigenfunctions of the Schrodinger operator ", ESMRMB2017, Spain, October 2017

A. Chahid, H. Serrai**, R Achten and T.M. Laleg-Kirati "Adaptive Magnetic Resonance Image Signal Enhancement using Squared Eigenfunctions of the Schrodinger Operator ". International Society for Magnetic Resonance in Medicine (ISMRM), Spain, April 2017.

******Journals**:

S. Elmetennani*, T.M. Laleg-Kirati, M. Djemai and M. Tadjine, "New MPPT Technique for Photovoltaic Applications based on Hybrid Dynamical Approach. Journal of Process Control, , Vol. 48, pp. 14-24, 2016.

S. Asiri and T.M. Laleg-Kirati*, "Modulating Functions-Based Method for Parameters and Source Estimation in One- Dimensional Partial Differential Equations". Accepted for publication in Inverse Problem in Science and Engineering.

F.Eleiwi, T.M. Laleg-Kirati*, "Nonlinear Observer-based Lyapunov Boundary Control of Distributed Heat Transfer Mechanisms for Membrane Distillation Plants". Journal of Process Control, Vol. 47, pp. 78–86, 2016.

Ayman Karam and T.M. Laleg-Kirati*, "Electrical Thermal Network for Direct Contact Membrane Distillation Modeling and Analysis". Journal of Process Control, Vol. 47, pp. 87–97, 2016.

T.M. Laleg-Kirati, J. Zhang, E. Achten, H. Serrai, "Spectral data de-noising using Semi Classical Signal Analysis method: Application to Localized Magnetic Resonance Spectroscopy". NMR in Biomedecine Journal, Vol. 29, pp. 1477–1485, 2016.

A. Aldoghaither, T.M. Laleg-Kirati*, and D.Y. Liu, "Direct and Inverse Source Problem for a Space Fractional Advection Dispersion Equation". Journal of Inverse and Ill-posed Problems. ISSN (Online) 1569-3945, ISSN (Print) 0928-0219, DOI: 10.1515/jiip-2015-0037, 2016.

S. Elmetennani*, T.M. Laleg-Kirati*, "Bilinear reduced order approximate model of parabolic distributed solar collectors". Solar Energy Journal, Vol. 131, pp. 71–80, 2016.

N. Khoram, C. Zayane, R. Djellouli*, and T.M. Laleg-Kirati, "A novel approach to calibrate the Hemodynamic Model using functional Magnetic Resonance Imaging (fMRI) measurements". Journal of Neuroscience Method, Vol. 262, pp. 93 –109, 2016.

F. Eleiwi, A. Al Saadi, L. Francis, N. Ghaffour, T.M. Laleg-Kirati*, "Dynamic modeling and experimental validation for a Direct-Contact Membrane Distillation (DCMD) process". Desalination Journal, Vol. 384, pp. 1–11, 2016.

**Conferences**:

M.U. Majeed* and T.M. Laleg-Kirati, "Robust Iterative Observer for Source Localization for Poisson Equation", 55th Conference on Decision and Control (CDC), Las Vegas, USA 2016.

Paul Bendevis* and T.M. Laleg-Kirati, "Boundary Control of Non-Linear Coupled Heat Systems Using Backsteepping, accepted in the IEEE Multi-Conference on Systems and Control", Buenos Aires, Argentina, September, 2016.

M.U. Majeed* and T.M. Laleg-Kirati, "Localization of Point Sources for Poisson Equation using State Observers", 2nd IFAC Workshop on Control of Systems Governed by Partial Differential Equations, Italy, June 2016.

S. Elmetennani* and T.M. Laleg-Kirati, "Nonlinear observer design for a 1st order hyperbolic PDE: application to the estimation of the temperature in parabolic solar collectors", 2nd IFAC Workshop on Control of Systems Governed by Partial Differential Equations, Italy, June 2016.

Z. Belkhatir*, S. Mechhoud and T.M. Laleg-Kirati, "Adaptive observer for the joint estimation of parameters and input for a coupled wave PDE and infinite dimensional ODE system", American Control Conference (ACC), Boston, MA, USA, July 6–8 2016.

S. Elmetenanni and T.M. Laleg-Kirati*, "Output Feedback Control of Heat Transport Mechanisms in Parabolic Distributed Solar Collectors". American Control Conference (ACC), Boston, MA, USA, July 6–8, 2016.

S. Mechhoud and T.M. Laleg-Kirati*, "Boundary Adaptive Estimation of Solar Irradiance in Solar Collector Plants", American Control Conference (ACC), Boston, MA, USA, July 6–8, 2016.

S. Asiri* and T.M. Laleg-Kirati, "Modulating Functions Method for Parameters Estimation of High Order Nonlinear Wave Equations", SIAM Conference on Nonlinear Waves and Coherent Structures (NWCS16), Philadelphia, Pennsylvania, USA, 2016.

S. Asiri** and T.M. Laleg-Kirati, "Inverse Source Problem for the Damped Wave Equation: Application to the Hemodynamic Traveling Waves in Human Visual Cortex ", SIAM Conference on Nonlinear Waves and Coherent Structures (NWCS16), Philadelphia, Pennsylvania, USA, 2016.

J. Zhang, T.M. Laleg, S. Bogaert, R. Achten and H. Serrai**, "Magnetic Resonance Imaging (MRI) Denoising using square eigenfunctions of the Schrödinger operator: Application to brain MRI data", ISMRM 24th Annual Meeting and Exhibition proceedings, Singapore, May 2016.

**Technical Reports**:

M.U. Majeed and T.M. Laleg-Kirati, "A space iterative method to solve Cauchy problem for Laplace equation". 2016, ArXiv, http://arxiv.org/abs/1404.6957

**Journals**:

D.Y. Liu, O. Gibaru, W. Perruquetti and T.M. Laleg-Kirati, "Fractional order differentiation by integration and error analysis in noisy environment". IEEE Transactions on Automatic Control, Vol. 60, No. 11, pp. 2945–2960, 2015.

A. Aldoghaither, D.Y. Liu and T.M. Laleg-Kirati*, "A Novel Approach for Parameter and Differentiation Order Estimation for a Space Fractional Advection Dispersion Equation". SIAM Scientific Computing Journal, Vol. 37, No. 6, pp. A2813–A2839, 2015.

S. Asiri, C. Zayane-Aissa and T.M. Laleg-Kirati*, "An adaptive observer-based algorithm for solving inverse source problem for the wave equation". Mathematical Problems in Engineering Journal, Vol. 2015, Article ID 796539.

D-Yan Liu*, Yang Tian, Driss Boutat, T.M. Laleg-Kirati, "An algebraic fractional order differentiator for a class of signals satisfying a linear differential equation". Signal Processing Journal, Vol. 116, pp. 78–90, 2015.

C. Zayane-Aissa and T.M. Laleg-Kirati*, "fMRI nonlinear hemodynamic balloon model: a sensitivity study". Computational & Mathematical Methods in Medicine, Vol. 2015, Article ID 425475.

Z. Kaisserli, T.M. Laleg-Kirati* and A. Lahmar-Benbernou, "Image reconstruction using squared eigenfunctions of the Schrödinger operator". Digital Signal Processing Journal, Vol. 40, pp. 80–87, 2015.

D.Y. Liu* and T.M. Laleg-Kirati*, "Robust fractional order differentiators using generalized modulating functions method". Signal Processing Journal, Vol. 107, pp. 395–406, 2015.

**Conferences**:

A. M. Karam* and T. M. Laleg-Kirati, "Real Time Optimization of Solar Powered Direct Contact Membrane Distillation Based on Multivariable Extremum Seeking". IEEE Conference on Control Applications (CCA) Sydney, September 2015.

C. Zayane-Aissa, T.M Laleg-Kirati*, A. Chemori, "Control of a perturbed under-actuated mechanical system". IEEE Conference on Control Applications (CCA) Sydney, September 2015.

F. Eleiwi, I N’Doye, T.M. Laleg-Kirati*, "Feedback control for distributed heat transfer mechanisms in direct-contact membrane distillation system". IEEE Conference on Control Applications (CCA) Sydney, September 2015.

Z. Belkhatir, T. M. Laleg-Kirati*, "Joint estimation of the fractional differentiation orders and the unknown input for linear fractional non-commensurate system". IEEE Conference on Control Applications (CCA) Sydney, September 2015.

S. Mechhoud* and T. M. Laleg-Kirati, "Observer-Based Bilinear Control of First-Order Hyperbolic PDEs: Application to the Solar Collector ", IEEE Conference on Decision and Control (CDC), Japan, December 2015.

B. Zambri*, R. Djellouli, T.M. Laleg-Kirati, "Efficient Solution Methodology for Calibrating the Hemodynamic Model using functional Magnetic Resonance Imaging (fMRI) Measurements", IEEE conference of Engineering in Medicine and Biology Society (EMBC), Milano, Italy, 2015.

M.U. Majeed and T.M. Laleg-Kirati*, "An optimal iterative algorithm to solve Cauchy problem for Laplace equation", IEEE International Conference on Control Engineering and Information Technology (CEIT), 2015. (Best paper award)

I. N’Doye and T.M. Laleg-Kirati*, "Chaotic Convective Behavior and Stability Analysis of a Fractional Viscoelastic Fluids in Porous Media", International Conference on Control, Engineering and Information Technology (CEIT), 2015.

F. Eleiwi* and T.M. Laleg-Kirati, "Nonlinear Lyaponov-based boundary controls of distributed heat transfer mechanisms in membrane distillation plant", American Control Conference (ACC), Chicago, 2015.

I. N’Doye* and T.M. Laleg-Kirati, "Fractional-Order Adaptive Fault Estimation for a Class of Nonlinear Fractional-Order Systems", American Control Conference (ACC), Chicago, USA, 2015.

F. Diaz, T.M. Laleg-Kirati, "Observer-based approach for detection of cardiovascular anomalies", American Control Conference, (ACC), Chicago, USA, 2015.

Z. Belkhatir*, S. Mechhoud and T.M. Laleg-Kirati, "Distributed Cerebral Blood Flow Estimation using a Spatiotemporal Hemodynamic Response Model and a Kalman-Like Filter Approach". European Control Conference (ECC), Linz, Austria, July 15-17, 2015.

M.U. Majeed* and T.M. Laleg-Kirati, "Iterative observer for boundary estimation for an elliptic equation", Invited Mini-symposium talk, SIAM Conference on Control and its Applications (CT), Paris, France, July 2015.

Z. Belkhatir* and T. M. Laleg-Kirati, "Characterization of the hemodynamic response in the brain using observer", SIAM Conference on Control and Its Applications (CT), Paris, France, July 2015.

T.M. Laleg-Kirati, Z. Kaisserli, R. Achten and H. Serrai*, "Magnetic Resonance Spectroscopy data denoising using Semi-Classical Signal Analysis approach: Application to in-vitro MRS data". ISMRM 2015 Annual Meeting and Exhibition, Toronto, Ontario, Canada, 2015.

A. Charara*, Z. Kaisserli, D. Keyes, H. Ltaief and T.M. Laleg-Kirati, "Accelerating an image denoising algorithm using squared eigenfunctions of the Schrödinger operator on multicore architectures". International Computational Science and Engineering Conference, Doha, Qatar, May 2015.

**Abstracts**:

S. Elmetennani** and T.M. Laleg-Kirati, "Output Feedback Control of Heat Transport Mechanisms in Parabolic Distributed Solar Collectors", Human-Machine Networks and Intelligent Infrastructure Conference, KAUST, October 2015.

Z. Belkhatir** and T.M. Laleg-Kirati, "Adaptive observer for characterization of the hemodynamic response in the brain from fMRI data", Human-Machine Networks and Intelligent Infrastructure Conference, KAUST, October 2015.

A.M. Karam** and T.M. Laleg-Kirati, "Sustainable Desalination for Smart Cities", poster presented at the Human-Machine Networks and Intelligent Infrastructure Conference, KAUST, Saudi Arabia, October 2015.

F.Eleiwi**, T.M. Laleg-Kirati, "Perturbation Extremum Seeking for Direct-Contact Membrane Distillation process", Human-Machine Networks and Intelligent Infrastructure Conference, KAUST, October 2015.

S. Asiri** and T. M. Laleg-Kirati, "Inverse Source Problem Using Modulating Functions: Application to The Hemodynamic Traveling Waves in Human Visual Cortex ", International Workshop On Multi-scale Waveform Modeling And Inversion, KSA, KAUST, March 2015.

Z. Kaisserli** and T.M. Laleg-Kirati, "Image representation and denoising using squared eigenfunctions of the 2D Schrödinger operator". 2nd KAUST-NSF Research Conference On Electronic Materials, Devices And Systems For A Sustainable Future, KAUST, KSA, February, 2015.

I. N’Doye** and T.M. Laleg-Kirati, "Synchronization and secure communication for fractional-order chaotic systems", NSF-KAUST conference, February, 2015.

F. Eleiwi**, T.M. Laleg-Kirati, "Dynamic modeling and experimental validation for a DirectContact Membrane Distillation (DCMD) plant", NSF-KAUST conference, KAUST, February 2015.

**Book Chapters**:

Sharefa Asiri and Taous-Meriem Laleg-Kirati, Wave Velocity Estimation in Heterogeneous Media. Chapter 21. In Heidelberg Proceedings Volume entitled "Intelligent Mathematics II: Applied Mathematics and Approximation Theory - Contributions from AMAT 2015". pp: 297 - 306.

**Journals**:

M.D. Ortigueira*, T.M. Laleg-Kirati and J.A.T. Machado, "Reisz Potential versus Fractional Laplacian". Journal of Statistical Mechanics: Theory and Experiments P09032, 2014.

A.M. Karam, T.M. Laleg-Kirati*, C. Zayane-Aissa and N. Kashou, "Nonlinear Neural Network for Hemodynamic Model State and Input Estimation Using fMRI Data". Biomedical Signal Processing and Control Journal, Vol. 14, pp. 240–247, 2014.

**Conferences**:

F. Eleiwi, T.M. Laleg-Kirati*, "Dynamic modeling and optimization in membrane distillation system", 19th World Congress of the International Federation of Automatic Control, Cape Town South Africa, August 2014.

D.Y. Liu, T.M. Laleg-Kirati*, W. Perruquetti and O.Gibaru, "Non-asymptotic state estimation for a class of linear time-varying systems with unknown inputs", 19th World Congress of the International Federation of Automatic Control, Cape Town South Africa, August 2014.

S. Asiri* and T. M, Laleg-Kirati, " Wave Velocity Estimation in Heterogeneous Media", International Conference on Applied Mathematics and Approximation Theory, Turkey, May 2015.

Z. Belkhatir* and T.M. Laleg-Kirati, "Fractional Dynamical Model for Neuro-vascular Coupling", IEEE conference of Engineering in Medicine and Biology Society, Chicago (EMBC), Illinois, USA, August 2014.

C. Zayane*, T.M. Laleg-Kirati and R. Djellouli, "On the characterization of single-event related brain activity from functional Magnetic Resonance Imaging (fMRI) measurements", IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, Illinois, USA, August 2014.

A.M. Karam*, T.M Laleg-Kirati, "Electrical Thermal Networks for Direct Contact Membrane Distillation Modeling". IEEE Conference on Control Applications (CCA), Antibes, France, 2014.

S. Elmetennani*, T.M. Laleg-Kirati, K. Benmansour, M.S. Boucherit and M. Tadjine, "New MPPT Technique for Photovoltaic Applications based on Hybrid Dynamical Approach", EFEA, Paris, November 2014.

A. Aldoghaither*, T.M. Laleg-Kirati and D.Y. Liu, "The Determination of an Unknown Source for a Space Fractional Advection Dispersion Equation", proceedings of the 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA’14), Italy 2014.

M.U. Majeed and T.M. Laleg-Krati*, "Two-step observer approach to solve Cauchy problem for Laplace equation", PICOF’14 Inverse Problems, Control and Shape Optimization, Tunisia, 2014.

Z. Belkhatir*, T. M. Laleg-Kirati and M. Tadjine, "Residual Generator for Cardiovascular Anomalies Detection", European Control Conference (ECC), Strasbourg France, 2014.

I. N’Doye*, H. Voos, T.M.Laleg-Kirati, and M. Darouach, "H-infinity Adaptive Observer Design and Parameter Identification for a Class of Nonlinear Fractional-Order Systems", IEEE Conference on Decision and Control (CDC), Los Angeles, California, December 204, USA, 2014.

C. Zayane-Aissa*, D.Y. Liu and T.M. Laleg-Kirati, "Joint states and parameters estimation for a class of cascade systems: Application to a hemodynamic model", European Control Conference (ECC), Strasbourg France, July 2014.

H. Manouzi*, T.M. Laleg-Kirati , "Solving Stochastic Eigenvalue Problem of Wick ", International Conference on Applied Mathematics and Engineering Mathematics Istanbul, Turkey May 2014.

F. Eleiwi* and T.M. Laleg-Kirati, "Membrane distillation process modeling: Dynamical approach", International Conference on Desalination and Renewable Energy, ICDRE , Copenhagen Denmark, 2014.

M.U. Majeed* and T.M. Laleg-Kirati, "Cauchy Problem for Laplace Equation on a Square Domain using Observers", International Conference on Inverse Problems in Engineering, Krakow Poland, 2014.

**Abstracts**:

Z. Kaisserli, T.M. Laleg-Kirati**, "Representation of two-dimensional potential using discrete spectrum of the Schrödinger operator". Global Collaborative Research (GCR) Symposium, KAUST, KSA, March, 2014.

F. Eleiwi**, T.M. Laleg-Kirati, "Dynamic modeling and optimization in direct contact membrane distillation (DCMD) system", Winter Enrichment Program WEP, KAUST, January 2014.

M.U. Majeed** and T.M. Laleg-Kirati, "Towards computing the actual heart potential", Winter Enrichment Program WEP, KAUST K.S.A, January 2014.

S. Elmetennani**, T.M. Laleg-Kirati, "Nonlinear Control Based Fuzzy Model for a distributed solar collector", Winter Enrichment Program WEP, KAUST, January 2014. [A13] A. Aldogaither**, T.M. Laleg-Kirati and Dayan Liu, "Direct and inverse problem for space fractional dispersion equation", Workshop on Fractional partial differential equations, February 2014.

**Technical Reports**:

Z. Kaisserli and T.M. Laleg-Kirati, "Image representation and denoising using squared eigenfunctions of Schrödinger operator". 2014, ArXiv, http://arxiv.org/abs/1409.3720.

A. Aldoghaither, T.M. Laleg-Kirati, and D.Y. Liu, "Direct and Inverse Source Problem for a Space Fractional Advection Dispersion Equation", ArXiv, 2014, http://arxiv.org/abs/1401. 3153.

A. Aldoghaither, T.M. Laleg-Kirati and D.Y. Liu, "A Novel Approach for Parameter and Differentiation Order Estimation for a Space Fractional Advection Dispersion Equation", ArXiv, http://arxiv.org/abs/1402.2366.

S. Asiri , T.M. Laleg-Kirati and C. Zayane, "An adaptive observer for wave equation’s source estimation", ArXiv, 2014, http://arxiv.org/abs/1401.4646.

******Journals**:

R. Djellouli*, S. Mahserejian, A. Mokrane, M.Moussaoui, T.M. Laleg-Kirati, "Theoretical study of the fibrous capsule tissue growth around a disk-shaped Implant". Journal of Mathematical Biology, Vol. 67(4), pp. 833–867, 2013.

T.M. Laleg-Kirati*, E. Crépeau and M. Sorine. "Semi-classical signal analysis". Mathematics of Control, Signals, and Systems (MCSS) Journal, Vol. 25, Issue 1, pp. 37–61, 2013.

**Conferences**:

D.Y. Liu*, T.M. Laleg-Kirati, O. Gibaru, and W.Perruquetti, "Fractional Order Numerical Differentiation with B-Spline Functions", International Conference on Fractional Signals and Systems, Gent, Belgium, 2013

M.U. Majeed, C. Zayane-Aissa*, and T.M. Laleg-Kirati, "Cauchy Problem for the Laplace’s Equation: An Observer based Approach", IEEE International Conference on Systems and Control, Algiers, 2013.

S. Khelouat*, T.M.Laleg-Kirati, A. Benalia, M. Djemai and D. Boukhetala, "On sliding mode observer for a Hybrid Three-Cell Converter", IEEE International Conference on Systems and Control, Algiers, 2013.

A. Aldoghaither* and T.M. Laleg-Kirati, "Inverse Source Problem for a Space Fractional Advection-Dispersion Equation", International Conference on Mathematical and Numerical Aspects of Waves (WAVES), Gammarth, Tunisia, 2013.

S. Asiri , T.M. Laleg-Kirati and C. Zayane*, "Inverse Source Problem for a One-dimensional Wave Equation Using Observers", International Conference on Mathematical and Numerical Aspects of Waves (WAVES), Gammarth, Tunisia, 2013.

T.M. Laleg-Kirati*, H. Arabi M. Tadjine and C. Zayane, "Estimation of the Neuronal activation using fMRI data: an observer-based approach", American Control Conference (ACC), Washington, DC, USA, 2013.

D.Y. Liu, T.M. Laleg-Kirati*, O. Gibaru, and W. Perruquetti, "Identification of fractional order systems using modulating functions method", American Control Conference (ACC), Washington, DC, USA, 2013.

F. Eleiwi*, T.M. Laleg-Kirati, "Fault Detection in Induction Machine using a Semi-Classical signal analysis method", IET Control and Automation conference 2013.

D.Y. Liu*, T.M. Laleg-Kirati and O. Gibaru. "Fractional order differentiation by integration: an application to fractional linear systems with noisy input", IFAC Workshop on Fractional Differentiation and its Applications, 2013, Grenoble, France.

Z. Kaisserli*, T.M. Laleg-Kirati and D.Y. Liu, "Semi-classical based image reconstruction", the Sixth Colloquium on Trends in the Applications of Mathematics in Tunisia, Algeria, Morocco, 2013.

M.U. Majeed* and T.M. Laleg-Kirati, "Cauchy problem for Laplace equation: An observer based Approach", Applied Inverse Problem Conference, Daejeon South Korea, July 2013.

M.U. Majeed * and T.M. Laleg-Kirati, "Two-step observer approach to solve Cauchy problem for Laplace equation", Franco German Summer School on Inverse Problems and PDEs, Bremen Germany, October 2013.

**Abstracts**:

Z. Kaisserli**, T.M. Laleg-Kirati and Da-Yan Liu, "Reconstruction of two-dimensional potential with the squared eigenfunctions of the Schrödinger operator ". International workshop on Multiscale Modeling, Simulation and Inversion, KAUST, KSA, May, 04-05, 2013.

D. Y. Liu*, O. Gibaru, W. Perruquetti and T. M. Laleg-Kirati, "Fractional order differentiation by integration with Jacobi polynomials", IEEE Conference on Decision and Control (CDC), 2012, Hawaii, USA.

D.Y. Liu* and T. M. Laleg-Kirati, "Mathematical properties of a semi-classical signal analysis method: noisy signal case", International Conference on Systems and Computer Science, Villeneuve dascq, France, 2012.

F. Diaz-Ledezma* and T.M. Laleg-Kirati, "Detection of Cardiovascular Anomalies: Hybrid Systems Approach", In proceeding Analysis and Design of Hybrid Systems (ADHS 12), June, 2012.

S. Khelouat*, A. Benalia, D. Boukhetala and T. M. Laleg-Kirati, "A Geometric Approach for Fault Detection and Isolation of Stator Short circuit failure in a Single Asynchronous Machine". American Control Conference (ACC), Montreal, June 2012.

T.M. Laleg-Kirati**, A. Radwan and C. Zayane, "An observer-based method to solve the Cauchy problem for Laplace equation", Inverse Problems, Control and Shape Optimization, PICOF conference April 2012.

A. M. Karam**, C. Zayane and T.M. Laleg-Kirati, "Nonlinear Neural Network Approach for the Inversion of fMRI Response", IEEE conference of Engineering in Medicine and Biology Society (EMBC), Chicago, 2012.

F. Diaz-Ledezma** and T.M. Laleg-Kirati, "Observer-Based Approach for Cardiovascular Anomalies Detection", IEEE conference of Engineering in Medicine and Biology Society (EMBC), Chicago, 2012.

Z. Kaisserli* and T.M. Laleg-Kirati, "Semi-classical signal analysis". Congress of Mathematicians Algerians, CMA–2012, Annaba, Algeria, March 2012.

**Journals**:

B. Helffer and T.M. Laleg-Kirati*, "On semi-classical questions related to signal analysis". Asymptotic Analysis Journal, Vol. 75, Number 3-4, pp. 125–144, 2011.

T.M. Laleg-Kirati*, C. Médigue, Y. Papelier, F. Cottin and A. Van de Louw, "Validation of a semi-classical signal analysis method for stroke volume variation assessment: a comparison with the PiCCO technique". Annals of Biomedical Engineering, vol. 38(12), pp. 3618–3629, 2010.

T.M. Laleg-Kirati*, E. Crépeau and M. Sorine, "Separation of arterial pressure into a nonlinear superposition of solitary waves and a windkessel flow". Biomedical Signal Processing and Control Journal, Vol. 2(3), pp.163-170, 2007.

**Conferences**:

F. Eleiwi*, T.M. Laleg-Kirati*, S. Khelladi, F. Baki, "A Semi-Classical Signal Analysis Method for the Analysis of Turbo machinery Flow Unsteadiness", World Academy of Science, Engineering and Technology 2011.

T.M. Laleg-Kirati*, E. Crépeau and M. Sorine, "Signal analysis by expansion over the squared eigenfunctions of an associated Schrödinger operator ", Waves, Pau, France, june 2009.

M. Sorine, Q. Zhang*, T.M. Laleg and E. Crépeau, "Parsimonious Representation of Signals Based on Scattering Transform", World Congress of the International Federation of Automatic Control (IFAC), Seoul, July 2008.

T.M. Laleg*, E. Crépeau, Y. Papelier and M. Sorine, "Arterial Blood Pressure Analysis Based on Scattering Transform I ". IEEE conference of Engineering in Medicine and Biology Society (EMBC), Lyon France, August 2007.

T.M. Laleg*, C. Médigue, F. Cottin and M. Sorine, "Arterial Blood Pressure Analysis Based on Scattering Transform II ". IEEE conference of Engineering in Medicine and Biology Society (EMBC), Lyon France, August 2007.

T.M. Laleg*, E. Crépeau and M. Sorine, "Travelling Wave Analysis and Identification. A Scattering Theory Framework". European Control Conference (ECC), Kos, Greece, July 2007.

T.M. Laleg*, E. Crépeau and M. Sorine, "Separation of Arterial Pressure into Solitary Waves and Windkessel Flow", IFAC Symposium on Modeling and Control in Biomedical Systems, Reims, France, September 2006.

T.M. Laleg*, M. Sorine, Q. Zhang, "Input Impedance of the Arterial System Using Parametric Models", ICES06, Oum El Bouaghi, Algeria, May 2006.

**Technical Reports**:

T.M. Laleg-Kirati, C. Médigue, Y. Papelier, F. Cottin and A. Van de Louw, "Validation of a semi-classical Signal analysis method for Stroke volume variation assessment: a comparison with the PiCCO technique", INRIA research report, January 2010.

T.M. Laleg, C. Médigue, Y. Papelier, E. Crépeau, M. Sorine, "New cardiovascular Indices Based on a Nonlinear Spectral Analysis of Arterial Blood Pressure Waveforms". INRIA research report, October 2007.

Taous Meriem Laleg-Kirati, Zineb Kaisserli, "patent pending: Image de-noising and analysis using a discrete spectrum of a Schrödinger operator ", US provisional application, PCT/US2015/027588.

Taous Meriem Laleg-Kirati ; Fadi Eleiwi; Ayman Karam - "patent pending: Temperature and membrane characteristics soft sensing of membrane distillation process", US provisional application PCT/IB2016/055467.

Taous Meriem Laleg-Kirati ; Fadi Eleiwi; Ayman Karam - "patent pending: Real Time Optimal controller for Solar Powered Direct Contact Membrane Distillation", US provisional application PCT/IB2016/053946.

Taous Meriem Laleg-Kirati ; Shahrazad Elmetennani - "patent pending: Robust Lyapunov controller for uncertain systems" -US provisional application, PCT/IB16/054884.

Taous Meriem Laleg-Kirati ; Ayman Karam - "patent pending: Smart membranes for monitoring membrane-based desalination process", US provisional application, 62/318,008.

Taous Meriem Laleg-Kirati ; Abderazak Chahid; Hacene Serrai - "patent pending: Magnetic Resonance Spectroscopy Water suppression using squared eigenfunctions of the Schrödinger operator ", US provisional application, 62/573, 887.