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.
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