Publications

Balbi, A., Kammouh, O., Pia Repetto, M., Cimellaro, G.P., (2025) "Resilience framework for seaport infrastructure under extreme wind." Resilient Cities and Structures 4(3): 99-116. https://doi.org/10.1016/j.rcns.2025.09.001

Kammouh, O. and N. and Chahrour (2025). Indicator-based framework to evaluate the resilience of transport infrastructure systems. Sustainable and Resilient Infrastructure, 1-27. https://doi.org/10.1080/23789689.2025.2500899

Kammouh, O., Fecarotti, C., & Marandi, A. (2024). A scalable optimization approach to the intervention planning of complex interconnected infrastructures. Reliability Engineering & System Safety, 250, 110281. https://doi.org/https://doi.org/10.1016/j.ress.2024.110281

Kammouh, O., Nogal, M., Binnekamp, R., and Wolfert, A. R. M. (2022). "Dynamic control for construction project scheduling on-the-run." Automation in Construction, 141, 104450, https://doi.org/10.1016/j.autcon.2022.104450.

De Iuliis, M., Kammouh, O., and Cimellaro, G. P. (2022). "Measuring and improving community resilience: A fuzzy logic approach." International Journal of Disaster Risk Reduction, 78, 103118, https://doi.org/10.1016/j.ijdrr.2022.103118.

Kammouh, O., Kok, M. W. A., Nogal, M., Binnekamp, R., and Wolfert, A. R. M. (2022) " MitC: Open-source software for construction project control and delay mitigation." SoftwareX, 18, 101023. doi: https://doi.org/10.1016/j.softx.2022.101023.

Marasco, S., Kammouh, O., Cimellaro, G. P. (2022) "Disaster Resilience Quantification of Communities: A Risk-Based Approach". International journal of disaster risk reduction, 70, 102778. doi: https://doi.org/10.1016/j.ijdrr.2021.102778

De Iuliis, M., Kammouh, O., Cimellaro, G. P., and Tesfamariam, S. (2021) "Quantifying restoration time of pipelines after earthquakes: Comparison of Bayesian belief network and fuzzy models" International journal of disaster risk reduction, 64, 102491, doi: https://doi.org/10.1016/j.ijdrr.2021.102491

Kammouh, O., Nogal, M., Binnekamp, R., and Wolfert, A. R. M. (2021). "Mitigation Controller: Adaptive Simulation Approach for Planning Control Measures in Large Construction Projects." Journal of Construction Engineering and Management, 147(8), 04021093, doi: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002126

Kammouh, O., Nogal, M., Binnekamp, R., Wolfert., R., (2021) "Multi-System Intervention Optimization for Interdependent Infrastructure" Journal of Automation in Construction, 127, 103698, doi: https://doi.org/10.1016/j.autcon.2021.103698

De Iuliis, M., Kammouh, O., Cimellaro, G. P., and Tesfamariam, S. (2021) "Quantifying restoration time of power and telecommunication lifelines after earthquakes using Bayesian belief network model" Reliability Engineering and System Safety, 206, 107320. doi: https://doi.org/10.1016/j.ress.2020.107320

Marasco, S., Cardoni, A., Noori, A. Z., Kammouh, O., Domaneschi, M., & Cimellaro, G. P. (2021). "Integrated platform to assess seismic resilience at the community level". Sustainable Cities and Society, 64, 102506. doi: https://doi.org/10.1016/j.scs.2020.102506

Zona, A., Kammouh, O., and Cimellaro, G. P. (2020). " Resourcefulness Quantification Approach for Resilient Communities and Countries.", International Journal of Disaster Risk Reduction, 46, 101509. doi: https://doi.org/10.1016/j.ijdrr.2020.101509

Kammouh, O., Gardoni, P., Cimellaro, GP. (2020), "Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks" Reliability Engineering and System Safety, 198, 106813. doi: https://doi.org/10.1016/j.ress.2020.106813

Kammouh, O., Gardoni, P., Cimellaro, GP (2019). "Resilience assessment of dynamic engineering systems" MATEC Web Conf., 281, 01008.doi: https://doi.org/10.1051/matecconf/201928101008

Kammouh, O., Noori, A. Z., Cimellaro, G. P., and Mahin, S. A. (2019). "Resilience Assessment of Urban Communities." ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 5(1), 04019002. doi: https://doi.org/10.1061/AJRUA6.0001004.

De Iuliis, M., Kammouh, O., Cimellaro, G. P., and Tesfamariam, S. (2019). "Downtime estimation of building structures using fuzzy logic."International Journal of Disaster Risk Reduction, 34, 196-208. doi: https://doi.org/10.1016/j.ijdrr.2018.11.017.

Kammouh O., Cimellaro, G.P., Mahin, S. (2018) "Downtime estimation and analysis of lifelines after earthquakes." Journal of Engineering Structure, 173, 393-403. doi: https://doi.org/10.1016/j.engstruct.2018.06.093.

Kammouh, O., Noori, A. Z., Taurino, V., Mahin, S. A., and Cimellaro, G. P. (2018). "Deterministic and fuzzy-based methods to evaluate community resilience." Earthquake Engineering and Engineering Vibration, 17(2), 261-275. doi: : https://doi.org/10.1007/s11803-018-0440-2

Kammouh, O., Dervishaj, G., and Cimellaro, G. P. (2018). "Quantitative framework to assess resilience and risk at the country level." ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 4(1), 04017033. doi:https://doi.org/10.1061/AJRUA6.0000940.

Kammouh, O., Silvestri, S., Palermo, M., and Cimellaro, G. P. (2018). "Performance-based seismic design of multistory frame structures equipped with crescent-shaped brace." Structural Control and Health Monitoring, 25(2), e2079. doi: https://doi.org/10.1002/stc.2079

Kammouh, O., Dervishaj, G., and Cimellaro, G. P. (2017). "A New Resilience Rating System for Countries and States." Procedia Engineering, 198 (Supplement C), 985-998. doi: https://doi.org/10.1016/j.proeng.2017.07.144

Dukker, R., Van der Wal, N., Kammouh, O., (2025) “The Influence of Socio-Technical Factors on Evacuation Performance of University Buildings”, Social Simulation Conference 2025, Delft, Netherlands, August 25-29, 2025

Kammouh, O., (2025) “Beirut's port explosion: a case of disaster response and recovery”, 35th European Safety and Reliability Conference ESREL 2025, Stavanger, Norway, June 15-20, 2025

Di Cola, S., Kammouh, O., Tavasszy, L., (2025) “Challenges and research directions in multi-project, multi-actor infrastructure construction management”, 35th European Safety and Reliability Conference ESREL 2025, Stavanger, Norway, June 15-20, 2025

Zurawska, P., Kammouh, O., Nicolic, I., Warnier, M., (2025) “Multi-Layer Conceptual Framework for Multi-Dimensional Interdependencies in Critical Infrastructure Systems”, 35th European Safety and Reliability Conference ESREL 2025, Stavanger, Norway, June 15-20, 2025

Kammouh, O., Baroud, H., (2024) “Beirut's port explosion in August 2020: a case of disaster response and recovery”, International Conference on Resilient Systems ICRS 2024, Singapore, 28-30 August 2024

Kammouh, O., Cimellaro. G.P., (2024) “Resilience Optimization in Water Distribution Networks: Large-Scale Simulation and Recovery Planning”, 18th World Conference on Earthquake Engineering WCEE 2024, Milan, Italy, 30 June - 05 July 2024

Sharma, N., Kammouh, O., Nogal, M., Gardoni, P., (2024) “Effects of Workforce Productivity on Infrastructure Resilience”, 34th European Conference on Safety and Reliability ESREL 2024, Cracow, Poland, June 23-27 2024

Baroud, H., Kammouh, O., Nogal, M., (2024) “The Risk of Divergence in Resilience”, 34th European Conference on Safety and Reliability ESREL 2024, Cracow, Poland, June 23-27 2024

Kammouh, O., Chahrour, N., (2023) “Combating Infrastructure Complexity: Developing a Comprehensive Set of Wellbeing and Resilience Indicators for the Transport Infrastructure System”, 14th International Conference on Application of Statistics and Probability in Civil Engineering ICASP 14, Dublin, Ireland, July 9-13 2023

Kammouh, O. (2022) “Intervention planning and optimization of interconnected infrastructures”, The international symposium for next generation infrastructure ISNGI 2022, Rotterdam, Netherlands, September 7-9 2022.

Kammouh, O., Marandi, A., Fecarotti, C. (2022) “Intervention grouping strategy for multi-component interconnected systems: a scalable optimization approach”,  32nd European Conference on Safety and Reliability ESREL 2022, Dublin, Ireland, 28 Aug - 01 Sept 2022.

Kammouh, O., Nogal, M., Binnekamp, R., G.P., Wolfert., R. (2022) "Incorporating reward and penalty schemes in project delay mitigation using the Mitigation Controller", 13th International Conference on Structural Safety & Reliability ICOSSAR 2021, Shanghai, China, September 13-17 2022.

Kammouh, O., Nogal, M., De Bruijne, M., Binnekamp, R., G.P., Wolfert., R. (2020) "Interdependent Infrastructure Interventions Optimization: An Integrative Systems Thinking Approach", 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference ESREL 2020, Venice, Italy, November 1-6 2020.

Kammouh, O., Nogal, M., Cimellaro, G.P., Wolfert., R. (2020) "Resilience Quantification of Large-Scale Water Distribution Networks: a Probabilistic Approach", 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference ESREL 2020, Venice, Italy, November 1-6 2020

Binnekamp, R., Wolfert, A. R. M., Kammouh, O., & Nogal, M. (2020). "The Open Design education approach-an integrative teaching and learning concept for management and engineering", IEEE Global Engineering Education Conference (EDUCON), 2020 (pp. 756-762). IEEE.

Cimellaro, G. P. and Kammouh, O., (2019). "SHM role in the Framework of infrastructure resilience" 9th International Conference on Structural Health Monitoring of Intelligent Infrastructure, St. Louis, Missouri, US August 4-7, 2019

Kammouh, O., Silvestri, S., Palermo, M., and Cimellaro, G. P. (2019). "Performance-based seismic design of building structures using a passive energy dissipation device." 6th World Conference on Seismic Isolation, Energy Dissipation and Active Vibration Control of Structures, St. Petersburg, Russia July 1-4, 2019

Zona, A., Kammouh, O., and Cimellaro, G. P. (2019). "Quantification of Resourcefulness for community Resilience framework", Engineering Mechanics Institute Conference 2019, California, US June 18-21, 2019

Balbi, A., Kammouh, O., Pia Repetto, M., Cimellaro, G.P., (2019) "PORT Framework: a methodology of port resilience evaluation to extreme wind action" The 15th International Conference on Wind Engineering in Beijing, China September 1-4, 2019

De Iuliis, M., Kammouh, O., Cimellaro, G. P., and Tesfamariam, S. (2019) “PORT Framework: a methodology of port resilience evaluation to extreme wind action” Atti del XVIII Convegno ANIDIS L'ingegneria Sismica in Italia, Pisa, Italy, September 15-18, 2019

Kammouh, O., Gardoni, P., Cimellaro, GP (2019). "Resilience assessment of dynamic engineering systems" The first international conference of Engineering Risk (INCER), Beirut, Lebanon, April 3-5, 2019

Cimellaro, G.P., Domaneschi, M., Boroschek, R., Kammouh, O., Mahin, S. (2018). "Monitoring human body motions during earthquakes" 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018.

Sarkis, A.I., Palermo, A., Kammouh, O., and Cimellaro, G.P (2018). "Quantifying the seismic Resilience of bridges: a pathway towards a Resilience-Based Design " 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018. 

Marasco, S., Zamani-Noori, A., Kammouh, O., and Cimellaro, G.P (2018). "A new tool to assess the resilience of an urban environment under an earthquake scenario" 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018. 

Taurino, V., Kammouh, O., Cardoni, A., and Cimellaro, G.P (2018). "Resilience assessment of large-scale water distribution networks: a simulation approach" 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018. 

Kammouh, O., Zamani-Noori, A., Marasco, S., and Cimellaro, G.P (2018). "PEOPLES: an indicator-based tool to compute community resilience." 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018. 

Kammouh, O., Marasco, S., Zamani-Noori, A., and Cimellaro, G.P (2018). "Restoration curves to estimate the downtime of critical infrastructures" 11th National Conference on Earthquake Engineering (11NCEE), Los Angeles, California, June 25–29, 2018. 

Kammouh, O., Cimellaro, G.P. (2018). "PEOPLES: a tool to measure community resilience." Proceedings of 2018 Structures Congress (SEI2018), ASCE- American Society of Civil Engineering, Fort Worth, Texas | April 19–21, 2018. 10.1061/9780784481349.015 

Sarkis, A.I., Palermo, A., Kammouh, O., and Cimellaro, G.P (2018) "Seismic resilience of road bridges: lessons learned from the 14 November 2016 Kaikoura Earthquake", 9th International Conference on Bridge Maintenance, Safety (IABMAS 2018), Melbourne, Australia, July 9-13, 2018.

Domaneschi, M., Marasco, S., Scutiero, G., Zamani-Noori, A., Kammouh, O., Taurino, V., Cimellaro, G.P., (2018) "Seismic Damage Assessment of a Virtual Large-Scale City Model", 9th International Conference on Bridge Maintenance, Safety (IABMAS 2018), Melbourne, Australia, July 9-13, 2018. 

Balbi, A., Kammouh, O., Pia Repetto, M., Cimellaro, G.P., (2018) "Resilience framework for seaport infrastructure: theory and application", 9th International Conference on Bridge Maintenance, Safety (IABMAS 2018), Melbourne, Australia, July 9-13, 2018. 

Kammouh, O., Zamani-Noori, A., Domaneschi, M., Cimellaro, G.P., (2018) "A fuzzy-based tool to measure the resilience of communities", 9th International Conference on Bridge Maintenance, Safety (IABMAS 2018), Melbourne, Australia, July 9-13, 2018. 

Kammouh, O., Cardoni, A., Marasco, S., Cimellaro, G.P., Mahin, S, (2018) "Resilience assessment of city-scale transportation networks subject to earthquakes using the Monte Carlo approach", 9th International Conference on Bridge Maintenance, Safety (IABMAS 2018), Melbourne, Australia, July 9-13, 2018. 

33.    Zamani-Noori, A., Marasco, S., Kammouh, O., Cimellaro, G.P. (2018), "A new approach to multi-hazard analysis", The 16th European Conference on Earthquake Engineering (ECEE16), Thessaloniki, Greece, June 18-21, 2018. 

Kammouh, O., Marasco, S., Zamani-Noori, A., Cimellaro, G.P. (2018), "A community resilience assessment tool based on the PEOPLES framework: a web app software", The 16th European Conference on Earthquake Engineering (ECEE16), Thessaloniki, Greece, June 18-21, 2018.

Taurino, V., Kammouh, O., Domaneschi, M., Cimellaro, G.P. (2018), "Monte carlo approach to model the progressive failure of water distribution networks: application to a virtual city", The 16th European Conference on Earthquake Engineering (ECEE16), Thessaloniki, Greece, June 18-21, 2018. 

De Iuliis, M., Kammouh, O., M., Cimellaro, G.P., Tesfamariam, S. (2018), "Downtime estimation of building structures using Fuzzy logic", The 20th International Conference on Resilient Cities (ICSRC 2018), Sydney Australia, January 29-30-9, 2018. 

Balbi, A., Kammouh, O., Pia Repetto, M., Cimellaro, G.P. (2018), "Indicator-based approach to evaluate the resilience of port infrastructures: application to the port of Genoa in the event of extreme weather conditions", Infrastructure Resilience (IRC), Zurich, Switzerland, February 14-16, 2018. 

Cardoni, A., Kammouh, O., Cimellaro, G.P. (2018), "Resilience analysis of large-scale networks using the D-spectrum method", Infrastructure Resilience (IRC), Zurich, Switzerland, February 14-16, 2018. 

Cimellaro, G.P., Zamani-Noori, Marasco, S., Kammouh, O., A., Domaneschi, M., Mahin, S. (2017) "A New Approach to Model the Potential Damage and Physical Impacts on the Built Environment after an Earthquake" The 2nd International Workshop on Modelling of Physical, Economic and Social Systems for Resilience Assessment, Brussels, Belgium, December 14–16, 2017. 

Zamani-Noori, A., Marasco, S., Kammouh, O., Domaneschi, M., and Cimellaro, G. P. (2017). "Smart cities to improve resilience of communities." The 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-8) the Queensland University of Technology, Brisbane, Australia, 5-8 December 2017. 

Kammouh, O., Cardoni, A., Kim, H.U., Cimellaro, G.P. (2017), "Reliability and component vulnerability analysis of city-scale network: Application to the transportation system of a virtual city", International Workshop on Performance-Based Seismic Design of Structures (PESDES 2017), Shanghai, China, 13-15 October. 

Kammouh, O., Cimellaro, G. P. (2017), "Restoration time of infrastructures following earthquakes." Proc., 12th International Conference on Structural Safety & Reliability (ICOSSAR 2017), Vienna, Austria, August 6-10, 2017. 

Kammouh. O., Cimellaro, G.P. (2017), "Indicator-based method to evaluate community resilience" Proc., Engineering Mechanics Institute Conference (EMI 2017), San Diego, Ca, June 4-7, 2017. 

Kammouh, O., Zamani Noori, A., Renschler, C., Cimellaro, G.P. (2017), "Resilience Quantification of Communities Based on Peoples Framework", 16th World Conference on Earthquake Engineering (16WCEE), Santiago, Chile, January 9-13, 2017. Published by IAEE. 

Kammouh, O., Cimellaro, G.P. (2016) "The PEOPLES framework for building, community and State level", 1st International Workshop on Resilience (IWC), Torino, Italy, 20 September 2016. 

Kammouh, O., Dervishaj, G., and Cimellaro, G. P. (2016) "A new resilience rating system for Countries and States." Urban Transitions Global Summit 2016, Shanghai, China, 05-09 September 2016

Cimellaro, G.P., Kammouh, O., Zamani Noori, A. (2016) "A Quantitative Framework to Assess Communities' Resilience at the State Level", Proceedings of the 6th International Disaster and Risk Conference (IDRC), Davos, Switzerland, 28 August- 01 September 2016 

Kammouh, O.; Silvestri, S.; Palermo, M.; Cimellaro, G. (2017) "Application of Crescent-Shaped Brace passive resisting system in multi-storey frame structures", EACS 2016 - 6th European Conference on Structural Control, Sheffield, England, 11-13 July 2016, pp 13. doi 10.15131/shef.data.4206153 

Kammouh, O.; Dervishaj, G.; Cimellaro, G.P. (2016), "Resilience assessment at the state level", In: 1st International Conference on Natural Hazards & Infrastructure (ICONHIC2016), Chania, Greece 28-30 June 2016, pp 12 

Kammouh, O.; Silvestri, S.; Palermo, M. Cimellaro, G. (2016) "Application of Crescent-Shaped Brace passive resisting system as a retrofitting system in existing multi-storey frame structures", In: 1st International Conference on Natural Hazards & Infrastructure (ICONHIC2016), Chania, Greece 28-30 June 2016, pp 11