Personal profile
Biography
I obtained a BA in Physics and a BSc in Electrical Engineering at the Technion, Haifa, Israel and later on an MSc in Physics (relativistic field theory) and a PhD in Electrical Engineering (neural networks) at the Tel-Aviv University. In 1992 I joined the neural networks group in the physics department at Edinburgh University first as a postdoc and later on as a lecturer, working mainly on theoretical issues. In 1995 I joined the Neural Computing Research Group at Aston as a lecturer and was promoted later on to a reader (1997) and subsequently to a professor (1999). Between 2006-2012 and again between 2015-2019 I had been the Head of the Mathematics Group.
Research Interests
- Statistical mechanics of disordered systems
- Advanced Inference in complex systems
- Error Correcting Codes
- Multiuser communication (CDMA, broadcasting)
- Hard Computational Problems
- Computing with noise
- Distributed resources in networks (including routing and smart grids)
- Learning from data and neural networks
Teaching Activity
Teaching on the Mathematics programmes:
- Partial Differential Equations (currently delivered by Bill Cox)
- Mathematical Methods
- Probabilistic Modelling
Qualifications
- BA in Physics (Cum Laude), Technion, Haifa, Israel, 1982
- BSc in Electrical and Electronic Engineering, (Cum Laude), Technion, Haifa, Israel, 1982
- MA in Physics, Tel-Aviv University, 1987
- PhD in Engineering, Tel-Aviv University, 1992
Employment
- 2016 - date: 50th Anniversary Chair of Complexity Physics; Head of Mathematics 2015-2019.
- 1999 – date: Professor of Information Mathematics in the School of Engineering and Applied Science, Aston University; Head of Mathematics 2006-2012.
- 1997 – 1999: Reader in the NCRG and Department of Computer Science and Applied Mathematics, Aston University
- 1995 – 1997: Lecturer in the NCRG and Department of Computer Science and Applied Mathematics, Aston University.
- 1993 – 1995: Lecturer in the Physics Department, University of Edinburgh.
Membership of Professional Bodies
Fellow of the Institute of Mathematics and its Applications
Senior Fellow of the Higher Education Academy
Contact Details
Phone number: +44(0)121 204 3648
Email: [email protected]
Room number: MB313H
Education/Academic qualification
PhD, Improving Training Methods in Neural Networks via Modification of the Internal Representations, Tel Aviv University
Award Date: 1 Jun 1993
MSc, Off-Shell Electromagnetism in Relativistic Quantum Mechanics, Tel Aviv University
Award Date: 1 Jun 1987
BSc Electrical and electronic engineering, Technion-Israel Institute of Technology
Award Date: 1 Jun 1982
Keywords
- QC Physics
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Research output
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Preprocessing Methods for Memristive Reservoir Computing for Image Recognition
Daniels, R., Wattad, D., Ronen, R., Saad, D. & Kvatinsky, S., 23 Jan 2026, 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). IEEE, p. 1164-1169 6 p.Research output: Chapter in Book/Published conference output › Conference publication
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Inferring structure of cortical neuronal networks from activity data: A statistical physics approach
Po, H. F., Houben, A. M., Haeb, A.-C., Jenkins, D. R., Hill, E. J., Parri, H. R., Soriano, J. & Saad, D., Jan 2025, In: PNAS Nexus. 4, 1, 13 p., pgae565.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)14 Downloads (Pure) -
Optical neuromorphic computing via temporal up-sampling and trainable encoding on a telecom device platform
Manuylovich, E., Stoliarov, D., Saad, D. & Turitsyn, S. K., Aug 2025, In: Nanophotonics. 14, 16, p. 2761-2778 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)12 Downloads (Pure) -
Traffic-aware and physically constrained optical network growth techniques
Sadeghi, R., Matzner, R., Xu, Y.-Z., Beghelli, A., Saad, D. & Bayvel, P., 1 Aug 2025, In: Journal of Optical Communications and Networking. 17, 8, p. 676-691 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Viral load inference of high dynamic range signals using non-adaptive pooled testing
Sheikh, M. & Saad, D., 1 Mar 2025, In: Physica Scripta. 100, 3, 15 p., 035208.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure)
Datasets
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Research Data - Analysis of Evolving Cortical Neuronal Networks Using Visual Informatics
Po, H. F. (Creator), Houben, A. M. (Creator), Haeb, A.-C. (Creator), Raykov, Y. (Creator), Tornero, D. (Creator), Soriano, J. (Creator) & Saad, D. (Creator), Aston Data Explorer, 5 Mar 2025
DOI: 10.17036/researchdata.aston.ac.uk.00000654
Dataset
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Power Grids with Volatile Sources - Message Passing for Optimising Electricity Distribution and Load Shedding
Harrison, E. (Creator), Saad, D. (Creator) & Wong, K. Y. M. (Creator), Aston Data Explorer, 29 Jul 2017
DOI: 10.17036/researchdata.aston.ac.uk.00000270
Dataset
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Optimal Load Shedding in Electricity Grids with Renewable Sources via Message Passing
Harrison, E. (Creator), Saad, D. (Creator) & Wong, K. Y. M. (Creator), Aston Data Explorer, 29 Jun 2017
DOI: 10.17036/researchdata.aston.ac.uk.00000268, https://www.sciencedirect.com/science/article/pii/S1876610216317283
Dataset
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Message Passing for Distributed Optimisation of Power Allocation with Renewable Resources
Harrison, E. (Creator), Saad, D. (Creator) & Wong, K. Y. M. (Creator), Aston Data Explorer, 29 Jun 2017
DOI: 10.17036/researchdata.aston.ac.uk.00000273, https://ieeexplore.ieee.org/document/7539451
Dataset
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Optimal distribution in smart grids with volatile renewable sources using a message passing algorithm
Harrison, E. (Creator), Saad, D. (Creator) & Wong, K. Y. M. (Creator), Aston Data Explorer, 29 Jun 2017
DOI: 10.17036/researchdata.aston.ac.uk.00000272, http://www.ijsgce.com/index.php?m=content&c=index&a=show&catid=57&id=300
Dataset
Activities
- 1 Membership of council
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Engineering and Physical Sciences Research Council (External organisation)
Saad, D. (Member)
2012Activity: Membership types › Membership of council