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• Challenges of modern interconnected complex systems

  Saad, D., 1 Jan 2019, The Voice of the Systems - The Journal of the Israeli Systems Engineers, 23, p. 1-8 9 p.

  Research output: Contribution to specialist publication › Article

  Open Access

  • infrastructure
  • household equipment
  • information networks
  • information systems
  • communications technology

• Chimera-like states in structured heterogeneous networks

  Li, B. & Saad, D., 18 Apr 2017, In: Chaos. 27, 4, 8 p., 043109.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Heterogeneous Networks
  • Heterogeneous networks
  • Topology
  • Network Topology
  • Network Model

• Commodity prices rise sharply at turning points

  Li, B., Saad, D., Wong, K. Y. M., Chan, A. H. M., So, T. Y. & Heimonen, H., 2017, (Submitted) American Physical Society.

  Research output: Preprint or Working paper › Working paper

  File

  • Turning Point
  • Commodity Prices
  • Commodities
  • Resources
  • Agent-based Model

• Communication networks beyond the capacity crunch

  Ellis, A. D., Mac Suibhne, N., Saad, D. & Payne, D. N., 6 Mar 2016, In: Philosophical Transactions A. 374, 2062, 12 p., 20150191.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • communication networks
  • Communication Networks
  • Optical fibers
  • Telecommunication networks
  • Influence

• Distributed optimization in transportation and logistics networks

  Wong, K. Y. M., Saad, D. & Yeung, C. H., 1 Nov 2016, In: IEICE Transactions on Communications. E99-B, 11, p. 2237-2246 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Logistics
  • Message passing
  • Parallel algorithms
  • Cost functions
  • Telecommunication networks

• Emerging interdependence between stock values during financial crashes

  Rocchi, J., Tsui, E. Y. L. & Saad, D., 25 May 2017, In: PLoS ONE. 12, 5, 15 p., e0176764.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Financial markets
  • Time series
  • Large scale systems
  • stock exchange
  • Industry

• Entropy inflection and invisible low-energy states: Defensive alliance example

  Saad, D., Yeung, C. H., Zhou, H-J. & Xu, Y-Z., 21 Nov 2018, In: Physical Review Letters. 121, 6 p., 210602.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • simulated annealing
  • entropy
  • free energy
  • configurations
  • energy

• Exploring the Function Space of Deep-Learning Machines

  Li, B. & Saad, D., 12 Jun 2018, In: Physical Review Letters. 120, 24, 248301.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • function space
  • machine learning
  • entropy
  • physics

• High storage capacity in the Hopfield model with auto-interactions - stability analysis

  Rocchi, J., Saad, D. & Tantari, D., 23 Oct 2017, In: Journal of Physics A: Mathematical and Theoretical. 50, 9 p., 465001.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hopfield Model
  • Storage Capacity
  • Stability Analysis
  • Interaction
  • Data storage equipment

• How market structure drives commodity prices

  Li, B., Michael Wong, K. Y., Chan, A. H. M., So, T. Y., Heimonen, H., Wei, J. & Saad, D., 29 Nov 2017, In: Journal of Statistical Mechanics: Theory and Experiment. 2017, 11, 113405.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • commodities
  • Market
  • Commodity Prices
  • Market Structure
  • Commodities

• Message passing for distributed optimisation of power allocation with renewable resources

  Harrison, E., Saad, D. & Wong, K. Y. M., 11 Aug 2016, The proceedings of the 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG) . IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Message passing
  • Uncertainty
  • Statistical Physics
  • Electricity
  • Gaussian distribution

• On reliable computation by noisy random Boolean formulas

  Mozeika, A. & Saad, D., Jan 2015, In: IEEE Transactions on Information Theory. 61, 1, p. 637-644 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Boolean functions

• Optimal deployment of resources for maximizing impact in spreading processes

  Lokhov, A. Y. & Saad, D., 12 Sep 2017, In: Proceedings of the National Academy of Sciences. 114, 39, p. E8138-E8146

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Spreaders
  • Information dissemination
  • Message passing
  • Topology
  • Economics

• Optimal distribution in smart grids with volatile renewable sources using a message passing algorithm

  Harrison, E., Saad, D. & Wong, K. Y. M., 31 Oct 2016, In: International Journal of Smart Grid and Clean Energy. 5, 4, p. 221-228

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Message passing
  • Statistical Physics
  • Electricity
  • Economics
  • Uncertainty

• Optimal load shedding in electricity grids with renewable sources via message passing

  Harrison, E., Saad, D. & Wong, K. Y. M., 1 Mar 2017, In: Energy Procedia. 107, p. 101-108 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Message passing
  • Electricity
  • Statistical Physics
  • Computational complexity
  • Costs

• Self-sustained clusters as drivers of computational hardness in p-spin models

  Rocchi, J., Saad, D. & Yeung, C. H., 12 Jul 2017, In: Physical Review B. 96, 2, 024415.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hardness
  • hardness
  • Spin glass
  • Constraint satisfaction problems
  • Temperature

• Slow spin dynamics and self-sustained clusters in sparsely connected systems

  Rocchi, J., Saad, D. & Yeung, C. H., 29 Jun 2018, In: Physical Review E. 97, 6, 062154.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Spin Dynamics
  • spin dynamics
  • Random Graphs
  • Spin Glass
  • Local Field