Research Summary
My main research interests generally lie in risk-based data-driven decision making for large-scale, complex, and interconnected systems. Theoretical, methodological, and application developments lie in three major thrusts: (i) risk management for critical infrastructure and key resources (ii) analytics of freight system resilience (iii) system simulation modeling and analysis of supply chains, logistics, and healthcare systems.
In the News
Research Keywords
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Recent Publications
Power Network Component Vulnerability Analysis: A Machine Learning Approach
Anand, H. & Darayi, M., 2021, In: Procedia Computer Science. 185, p. 73-80 8 p.Research output: Contribution to journal › Conference article › peer-review
A Data-Driven Model to Generate Disruptive Scenarios for Infrastructure Resilience Studies
Jaiswal, D. P., Anand, H., Srinivasan, S. M. V. & Darayi, M., 2021, In: Procedia Computer Science. 185, p. 248-255 8 p.Research output: Contribution to journal › Conference article › peer-review
Investing in Absorptive Capacity in Interdependent Infrastructure and Industry Sectors
Darayi, M., Pant, R., Barker, K. & Morshedlou, N., Mar 1 2020, In: Journal of Infrastructure Systems. 26, 1, 4019032.Research output: Contribution to journal › Article › peer-review
A multi-industry economic impact perspective on adaptive capacity planning in a freight transportation network
Darayi, M., Barker, K. & Nicholson, C. D., Feb 2019, In: International Journal of Production Economics. 208, p. 356-368 13 p.Research output: Contribution to journal › Article › peer-review
Component Importance Measures for Multi-Industry Vulnerability of a Freight Transportation Network
Darayi, M., Barker, K. & Santos, J. R., Dec 1 2017, In: Networks and Spatial Economics. 17, 4, p. 1111-1136 26 p.Research output: Contribution to journal › Article › peer-review
Component importance for multi-commodity networks: Application in the Swedish railway
Whitman, M. G., Barker, K., Johansson, J. & Darayi, M., Oct 2017, In: Computers and Industrial Engineering. 112, p. 274-288 15 p.Research output: Contribution to journal › Article › peer-review
The simulation model of teleradiology in telemedicine project
Goodini, A., Torabi, M., Goodarzi, M., Safdari, R., Darayi, M., Tavassoli, M. & Shabani, M., Feb 6 2015, In: Health Care Manager. 34, 1, p. 69-75 7 p.Research output: Contribution to journal › Article › peer-review
Supply chain channel coordination under sales rebate return policy contract using simulation optimization
Darayi, M., Eskandari, H. & Geiger, C. D., 2014, In: Scientia Iranica. 21, 6, p. 2295-2306 12 p.Research output: Contribution to journal › Article › peer-review
A new nonlinear stochastic staff scheduling model
Sadjadi, S. J., Soltani, R., Izadkhah, M., Saberian, F. & Darayi, M., Jun 2011, In: Scientia Iranica. 18, 3 E, p. 699-710 12 p.Research output: Contribution to journal › Article › peer-review