Dr. Mohamed A. Bahloul

Assistant Professor of Electrical Engineering

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Biography of Dr. Mohamed A. Bahloul

Dr. Mohamed Bahloul is currently an Assistant Professor in Electrical Engineering at Alfaisal University and a member of the IEEE's Engineering in Medicine & Biology Society and Biophysical Society. He holds a Ph.D. in Electrical and Computer Engineering from King Abdullah University of Science and Technology, KAUST-Saudi Arabia (2022). He also earned three Master of Science degrees in Microelectronic Systems (2015), Embedded systems (2016), and Electrical Engineering-Electro-physics (2017) from the University of Montpellier-France,  University of Sfax-Tunisia, National School of Engineering of Sfax-Tunisia and KAUST-KSA respectively. His B.Sc. degree is in Emerging Technologies in Electronics from the National School of Engineering of Sfax-Tunisia, earned in 2015.

Dr. Mohamed's research interests span across disciplines, incorporating his background and expertise in control, microelectronics, and embedded computing systems and his present work in integrating multi-scale modeling and artificial intelligence techniques in the biological, biomedical, and behavioral sciences. These interests include building and deploying smart health monitoring systems that are responsive to the complex variability of biological signals. He draws on theories and methods from estimation and systems control theory, data analysis, and numerical modeling. His interdisciplinary research expertise is relevant to expedite the technology transfer to a wide range of real-world applications and industries. Real-life phenomena ranging from, e.g., physics, engineering, chemistry, transportation, and health care, are exhibiting an ever-increasing scale and complexity.

Moreover, due to the stringent non-invasiveness, physical and/or economic constraints, as well as the inability to do controlled experiments, many processes are inaccessible, leading one to adopt the model and data-based methods for their effective analysis and control. A common thread in Dr. Mohamed's research lies in solving complex science and engineering problems by combining different model classes: data-driven, physics, and optimization. He is strongly interested in the real hardware implementation of such developed solutions that integrate hybrid modeling frameworks. 

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Parameter Sensitivity and Experimental Validation for Fractional-Order Dynamical Modeling of Neurovascular Coupling

Journal Article Tue, 10/04/2022 - 10:25,
Parameter Sensitivity and Experimental Validation for Fractional-Order Dynamical Modeling of Neurovascular Coupling. (2022). Parameter Sensitivity and Experimental Validation for Fractional-Order Dynamical Modeling of Neurovascular Coupling. Ieee Open Journal Of Engineering In Medicine And Biology 3, 69-77, 2022.
Google scholar Link
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Contributions to Data-driven and Fractional-order Model-based Approaches for Arterial Haemodynamics Characterization and Aortic Stiffness Estimation

Journal Article Tue, 10/04/2022 - 10:25,
Contributions to Data-driven and Fractional-order Model-based Approaches for Arterial Haemodynamics Characterization and Aortic Stiffness Estimation. (2022). Contributions to Data-driven and Fractional-order Model-based Approaches for Arterial Haemodynamics Characterization and Aortic Stiffness Estimation.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

A Multiple Linear Regression Model for Carotid-to-Femoral Pulse Wave Velocity Estimation Based on Schrodinger Spectrum Characterization

Journal Article Tue, 10/04/2022 - 10:25,
A Multiple Linear Regression Model for Carotid-to-Femoral Pulse Wave Velocity Estimation Based on Schrodinger Spectrum Characterization. (2022). A Multiple Linear Regression Model for Carotid-to-Femoral Pulse Wave Velocity Estimation Based on Schrodinger Spectrum Characterization. 2022 44Th Annual International Conference Of The Ieee Engineering In …, 2022.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Initialization of fractional order systems for the joint estimation of parameters and fractional differentiation orders

Journal Article Tue, 10/04/2022 - 10:25,
Initialization of fractional order systems for the joint estimation of parameters and fractional differentiation orders. (2022). Initialization of fractional order systems for the joint estimation of parameters and fractional differentiation orders. 2022 American Control Conference (Acc), 3943-3948, 2022.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Physics-based modeling and data-driven algorithm for prediction and diagnosis of atherosclerosis

Journal Article Tue, 10/04/2022 - 10:25,
Physics-based modeling and data-driven algorithm for prediction and diagnosis of atherosclerosis. (2022). Physics-based modeling and data-driven algorithm for prediction and diagnosis of atherosclerosis. Biophysical Journal 121 (3), 419A-420A, 2022.
Google scholar Link
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Human Hypertension Blood Flow Model using Fractional Calculus

Journal Article Tue, 10/04/2022 - 10:25,
Human Hypertension Blood Flow Model using Fractional Calculus. (2022). Human Hypertension Blood Flow Model using Fractional Calculus. Frontiers In Physiology 13 (1664-042X), 441, 2022.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Design of 3–5 GHz tunable memristor-based OOK-UWB transmitter

Journal Article Tue, 10/04/2022 - 10:25,
Design of 3–5 GHz tunable memristor-based OOK-UWB transmitter. (2021). Design of 3–5 GHz tunable memristor-based OOK-UWB transmitter. Aeu-International Journal Of Electronics And Communications 132, 153664, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Variability analysis of resistive ternary content addressable memories

Journal Article Tue, 10/04/2022 - 10:25,
Variability analysis of resistive ternary content addressable memories. (2021). Variability analysis of resistive ternary content addressable memories. International Journal Of Circuit Theory And Applications 49 (2), 453-475, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Finite-time simultaneous estimation of aortic blood flow and differentiation order for fractional-order arterial Windkessel model calibration

Journal Article Tue, 10/04/2022 - 10:25,
Finite-time simultaneous estimation of aortic blood flow and differentiation order for fractional-order arterial Windkessel model calibration. (2021). Finite-time simultaneous estimation of aortic blood flow and differentiation order for fractional-order arterial Windkessel model calibration. Ifac-Papersonline 54 (15), 538-543, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Mathematical Biomarker for Arterial Viscoelasticity Assessment

Journal Article Tue, 10/04/2022 - 10:25,
Mathematical Biomarker for Arterial Viscoelasticity Assessment. (2021). Mathematical Biomarker for Arterial Viscoelasticity Assessment. Us Patent Us-2021-0353160- A, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study

Journal Article Tue, 10/04/2022 - 10:25,
Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study. (2021). Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study. Physiological Measurement, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional-order Approach to Modeling and Characterizing the Complex and Frequency-dependent Apparent Arterial Compliance: In Human and Animal Validation

Journal Article Tue, 10/04/2022 - 10:25,
Fractional-order Approach to Modeling and Characterizing the Complex and Frequency-dependent Apparent Arterial Compliance: In Human and Animal Validation. (2021). Fractional-order Approach to Modeling and Characterizing the Complex and Frequency-dependent Apparent Arterial Compliance: In Human and Animal Validation. Biorxiv, Https://Www.biorxiv.org/Content/10.1101/, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional-order Modeling of the Complex and Frequency-dependent Arterial Compliance: In Human and Animal Validation

Journal Article Tue, 10/04/2022 - 10:25,
Fractional-order Modeling of the Complex and Frequency-dependent Arterial Compliance: In Human and Animal Validation. (2021). Fractional-order Modeling of the Complex and Frequency-dependent Arterial Compliance: In Human and Animal Validation. Aps Division Of Fluid Dynamics Meeting Abstracts, T15. 012, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

A Multilayer Perceptron-based Carotid-to-Femoral Pulse Wave Velocity Estimation using PPG Signal

Journal Article Tue, 10/04/2022 - 10:25,
A Multilayer Perceptron-based Carotid-to-Femoral Pulse Wave Velocity Estimation using PPG Signal. (2021). A Multilayer Perceptron-based Carotid-to-Femoral Pulse Wave Velocity Estimation using PPG Signal. 2021 Ieee Embs International Conference On Biomedical And Health Informatics …, 2021.
Google scholar Link
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Combining Machine Learning and Blind Estimation for Central Aortic Blood Pressure Reconstruction

Journal Article Tue, 10/04/2022 - 10:25,
Combining Machine Learning and Blind Estimation for Central Aortic Blood Pressure Reconstruction. (2021). Combining Machine Learning and Blind Estimation for Central Aortic Blood Pressure Reconstruction. 2021 43Rd Annual International Conference Of The Ieee Engineering In …, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Towards Characterization of the Complex and Frequency-dependent Arterial Compliance based on Fractional-order Capacitor

Journal Article Tue, 10/04/2022 - 10:25,
Towards Characterization of the Complex and Frequency-dependent Arterial Compliance based on Fractional-order Capacitor. (2021). Towards Characterization of the Complex and Frequency-dependent Arterial Compliance based on Fractional-order Capacitor. 2021 43Rd Annual International Conference Of The Ieee Engineering In …, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Aortic blood pressure estimation: A hybrid machine-learning and cross-relation approach

Journal Article Tue, 10/04/2022 - 10:25,
Aortic blood pressure estimation: A hybrid machine-learning and cross-relation approach. (2021). Aortic blood pressure estimation: A hybrid machine-learning and cross-relation approach. Biomedical Signal Processing And Control 68, 102762, 2021.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Artificial Intelligence-based Method for Carotid-to-Femoral Pulse Wave Velocity Estimation from Photoplethysmogram Signal

Journal Article Tue, 10/04/2022 - 10:25,
Artificial Intelligence-based Method for Carotid-to-Femoral Pulse Wave Velocity Estimation from Photoplethysmogram Signal. (2020). Artificial Intelligence-based Method for Carotid-to-Femoral Pulse Wave Velocity Estimation from Photoplethysmogram Signal.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional-order Modeling of the Arterial Compliance: An Alternative Surrogate Measure of the Arterial Stiffness

Journal Article Tue, 10/04/2022 - 10:25,
Fractional-order Modeling of the Arterial Compliance: An Alternative Surrogate Measure of the Arterial Stiffness. (2020). Fractional-order Modeling of the Arterial Compliance: An Alternative Surrogate Measure of the Arterial Stiffness. Arxiv Preprint Arxiv:2010.10058, 2020.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Finite-time joint estimation of the arterial blood flow and the arterial Windkessel parameters using modulating functions

Journal Article Tue, 10/04/2022 - 10:25,
Finite-time joint estimation of the arterial blood flow and the arterial Windkessel parameters using modulating functions. (2020). Finite-time joint estimation of the arterial blood flow and the arterial Windkessel parameters using modulating functions. Ifac World Congress, Berlin, July 2020, Accepted, 2020.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Assessment of Fractional-Order Arterial Windkessel as a Model of Aortic Input Impedance

Journal Article Tue, 10/04/2022 - 10:25,
Assessment of Fractional-Order Arterial Windkessel as a Model of Aortic Input Impedance. (2020). Assessment of Fractional-Order Arterial Windkessel as a Model of Aortic Input Impedance. Ieee Open Journal Of Engineering In Medicine And Biology, 2020.
Google scholar Link
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Blind Estimation of Central Blood Pressure using Least-Squares with Mean Matching and Box Constraints

Journal Article Tue, 10/04/2022 - 10:25,
Blind Estimation of Central Blood Pressure using Least-Squares with Mean Matching and Box Constraints. (2020). Blind Estimation of Central Blood Pressure using Least-Squares with Mean Matching and Box Constraints. 42 Annual International Conference Of The Ieee, Engineering In Medicine And …, 2020.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional-Order SEIQRDP Model for Simulating the Dynamics of COVID-19 Epidemic

Journal Article Tue, 10/04/2022 - 10:25,
Fractional-Order SEIQRDP Model for Simulating the Dynamics of COVID-19 Epidemic. (2020). Fractional-Order SEIQRDP Model for Simulating the Dynamics of COVID-19 Epidemic. Ieee Open Journal Of Engineering In Medicine And Biology 1, 249-256, 2020.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Two-Element Fractional-Order Windkessel Model to Assess the Arterial Input Impedance

Journal Article Tue, 10/04/2022 - 10:25,
Two-Element Fractional-Order Windkessel Model to Assess the Arterial Input Impedance. (2019). Two-Element Fractional-Order Windkessel Model to Assess the Arterial Input Impedance. 41 Annual International Conference Of The Ieee, Engineering In Medicine And …, 2019.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Compact memristor‐based ultra‐wide band chirp pulse generator

Journal Article Tue, 10/04/2022 - 10:25,
Compact memristor‐based ultra‐wide band chirp pulse generator. (2019). Compact memristor‐based ultra‐wide band chirp pulse generator. International Journal Of Circuit Theory And Applications, 2019.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional Order Models of Arterial Windkessel as an Alternative in the Analysis of the Left Ventricular Afterload

Journal Article Tue, 10/04/2022 - 10:25,
Fractional Order Models of Arterial Windkessel as an Alternative in the Analysis of the Left Ventricular Afterload. (2019). Fractional Order Models of Arterial Windkessel as an Alternative in the Analysis of the Left Ventricular Afterload. Arxiv Preprint Arxiv:1908.05239, 2019.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Fractional Dynamical Model for Neurovascular Coupling

Journal Article Tue, 10/04/2022 - 10:25,
Fractional Dynamical Model for Neurovascular Coupling. (2018). Fractional Dynamical Model for Neurovascular Coupling. 13Th Ieee Embs International Summer School On Biomedical Imaging Saint-Jacut …, 2018.
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Classification of Cardiovascular Measurements Using Machine Learning: Distinction between physiological and non-physiological measurement

Journal Article Tue, 10/04/2022 - 10:25,
Classification of Cardiovascular Measurements Using Machine Learning: Distinction between physiological and non-physiological measurement. (2018). Classification of Cardiovascular Measurements Using Machine Learning: Distinction between physiological and non-physiological measurement. Kaust Summer Internship 2018, 2018.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Investigation of viscoelastic properties of arterial vessel wall within the framework of fractional-order modeling

Journal Article Tue, 10/04/2022 - 10:25,
Investigation of viscoelastic properties of arterial vessel wall within the framework of fractional-order modeling. (2018). Investigation of viscoelastic properties of arterial vessel wall within the framework of fractional-order modeling. Workshop On Advances In Modulating Functions, 2018.
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https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GTIvdXUAA…

Memristor Based Programmable Current Reference Generator

Journal Article Tue, 10/04/2022 - 10:25,
Memristor Based Programmable Current Reference Generator. (2018). Memristor Based Programmable Current Reference Generator. Systems, Signals & Devices (Ssd), 2018 15Th International Multi-Conference On, 2018.
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Arterial viscoelastic model using lumped parameter circuit with fractional-order capacitor

Journal Article Tue, 10/04/2022 - 10:25,
Arterial viscoelastic model using lumped parameter circuit with fractional-order capacitor. (2018). Arterial viscoelastic model using lumped parameter circuit with fractional-order capacitor. 2018 Ieee 61St International Midwest Symposium On Circuits And Systems …, 2018.
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Three-element fractional-order viscoelastic arterial windkessel model

Journal Article Tue, 10/04/2022 - 10:25,
Three-element fractional-order viscoelastic arterial windkessel model. (2018). Three-element fractional-order viscoelastic arterial windkessel model. 40Th Annual International Conference Of The Ieee, Engineering In Medicine …, 2018.
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Arterial Fractional Order Model

Journal Article Tue, 10/04/2022 - 10:25,
Arterial Fractional Order Model. (2017). Arterial Fractional Order Model. 39Th Annual International Conference Of The Ieee, Engineering In Medicine …, 2017.
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Hardware emulation of memristor based ternary content addressable memory

Journal Article Tue, 10/04/2022 - 10:25,
Hardware emulation of memristor based ternary content addressable memory. (2017). Hardware emulation of memristor based ternary content addressable memory. 2017 14Th International Multi-Conference On Systems, Signals & Devices (Ssd …, 2017.
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Design and Analysis of 2T-2M Ternary Content Addressable Memories

Journal Article Tue, 10/04/2022 - 10:25,
Design and Analysis of 2T-2M Ternary Content Addressable Memories. (2017). Design and Analysis of 2T-2M Ternary Content Addressable Memories.
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Foundations of Electrical Engineering, EE-207

Course Description: The course teaches fundamental concepts of electrical circuits, students will be familiarized with the essential principles of electrical circuit analysis, the composition of components into systems and networks, and understanding the trade-offs and limits imposed by energy and noise.

Computer Architecture, EE-307

Course Description: The course introduces the architecture of digital systems, with an emphasis on the structural principles common to a wide range of computer technologies. Multilevel implementation strategies, the definition of new primitives (e.g., gates, instructions, procedures, and processes) and their mechanization using lower-level elements, the organization and operation of digital computers and the hardware/software interface are addressed.

Signals and Systems, EE-301

Course Description: Mathematical description and classification of various signals and systems: introduction to mathematical software packages (e.g. MATLAB), continuous linear time-invariant systems, convolution and correlation, Fourier series, Laplace and z-transform, impulse and pulse responses, step responses, frequency responses.