Risk and Decision Science Team

Trump, B., Florin, M.V., Perkins, E.., & Linkov, I. (2021). Security and Resilience for Emerging Synthetic Biology and Biotechnology Threats. Springer, Amsterdam.

Linkov, I., Keenan, J., Trump, B.D (2021). COVID-19: Systemic Risk and Resilience. Springer, Amsterdam

Linkov, I., Moberg, E., Trump, D., Yatsalo, B., & Keisler, J. (2021). Multi-Criteria Decision Analysis: Case Studies in Engineering and the Environment. CRC Press, Boca Raton, FL.

Trump, B. D., Hossain, K., & Linkov, I. (2020). Cybersecurity and Resilience in the Arctic. IOS Press, Amsterdam.

Trump, B., Cummings, C. L., Kuzma, J., & Linkov, I. (2020). Synthetic Biology 2020: Frontiers in Risk Analysis and Governance. Springer, Amsterdam.

Linkov, I., Roslicky, L., & Trump, B. (2019). Resilience and Hybrid Threats: Security and Integrity for the Digital World. IOS Press, Amsterdam.

Linkov, I., & Trump, B. D. (2019). The Science and Practice of Resilience. Springer, Amsterdam.

Kott, A. & Linkov, I. eds. (2019). Cyber Resilience of Systems and Networks. Springer International Publishing, New York, NY.

Florin, M.V., Trump, B.D., & Linkov, I., eds. (2018). International Risk Governance Council (IRGC) Resource Guide on Resilience. V. 2 Lausanne: EPFL International Risk Governance Center

Linkov, I., & Palma-Oliveira, J.M., eds. (2017). Resilience and Risk. Springer, Amsterdam.

Wood, M., Thorne, D. Kovacs, G. Butte, S., & Linkov, I. (2017). Mental Modeling: Risk Management Application Case Studies. Springer, Amsterdam.

Florin, M.V., & Linkov, I., eds. (2016). International Risk Governance Council (IRGC) Resource Guide on Resilience. Lausanne: EPFL International Risk Governance Center, available at https://www.irgc.org/risk-governance/resilience/

Linkov, I. (2014). Sustainable Cities and Military Installations. Springer, Amsterdam.

Linkov, I., & Moberg, E. (2012). Multi-Criteria Decision Analysis: Environmental Applications and Case Studies. CRC Press.

Linkov, I., & Bridges, T. (2011). Climate: Global Change and Local Adaptation. Springer, Amsterdam.

Linkov, I., & Steevens, J. (2009). Nanotechnology: Risks and Benefits. Springer, Amsterdam.

Linkov, I., Ferguson, E., & Magar, V. (2008). Real Time and Deliberative Decision Making. Springer, Amsterdam.

Linkov, I., Wenning, R.,& Kiker, G. (2007). Managing Critical Infrastructure Risks: Decision Tools and Applications for Port Security. Springer, Amsterdam.

Linkov, I., Kiker, G., & Wenning, R. (2007). Environmental Security in Harbors and Coastal Areas: Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis. Springer, Amsterdam.

Morel, B. & Linkov, I. (2006). Environmental Security: The Role of Risk Assessment. Springer, Amsterdam, 326p.

Levner, E., Linkov, I., & Proth, J.M. (2005). Strategic Management of Marine Ecosystems. Springer, Amsterdam, 313p.

Linkov, I. & Ramadan, A. (2004). Comparative Risk Assessment and Environmental Decision Making. Kluwer, Amsterdam, 436p.

Linkov, I. & Palma-Oliveira, J.M. (2001). Assessment and Management of Environmental Risks. Kluwer, Amsterdam, 460p.

Linkov, I. & Schell, W.R. (1999). Contaminated Forests: Recent Developments in Risk Identification and Future Perspectives. Kluwer, Amsterdam, 440p.

Linkov, I. & Wilson, R. (1998). Air Pollution in the Ural Mountains. Kluwer, Amsterdam.

Trump, B.D., Jin, A., Galaitsi, S., Cummings, C., Jarman, H., Scott, G., Sharma, V., Linkov, I. (2023). Equitable Response in Crisis: Methodology and Application for COVID-19. ASCE-ASME journal of risk and uncertainty in engineering systems, 9(3). Available at https://doi.org/10.1115/1.4062683

Galaitsi, S.E., Pinigina, E. Keisler, J.M., Pecaroli, J., Keenan, J.M., Linkov, I. (2023). Business Continuity Management, Operational Resilience, and Organizational Resilience: Commonalities, Distinctions, and Synthesis. International Journal of Disaster Risk Management. Available at https://doi.org/10.1007/s13753-023-00494-x

Pescaroli, G., Guida, K., Reynolds, J., Pulwarty, R.S., Linkov, I., Alexander, D.E. (2023). Managing systemic risk in emergency management, organizational resilience and climate change adaptation. Disaster Prevention and Management: An International Journal, 32(1), 234-251. Available at https://www.emerald.com/insight/content/doi/10.1108/DPM-08-2022-0179/full/html

Selvaratnam, T., Haselbach, L., Eren-Tokgoz, B., Gummelt, G., Boudreaux, K., Williams, B.D., Pyne, M.I., Linkov, I. (2023). Establishing a regional interdisciplinary resilience center: a bottom-up approach. Environmental Systems and Decisions, 1-9. Available at https://doi.org/10.1007/s10669-023-09898-y

Collier, Z.A., Lambert, J.H., Linkov, I. (2023). A decade of environment systems and decisions. Environment systems & decisions: 43 (1), 1-2. Available at https://doi.org/10.1007/s10669-023-09904-3

Kitsak, M., Ganin, A., Elmokashfi, A., Cui, H., Eisenberh, D.A., Alderson, D.L., Korkin, D., Linkov, I. (2023). Finding shortest and nearly shortest path nodes in large substantially incomplete networks by hyperbolic mapping. Nature Communications, 14. Available at https://doi.org/10.1038/s41467-022-35181-w

Mitoulis, S.A., Argyroudis, S., Panteli, M., Fuggini, C., Valkaniotis, S., Hynes, W., Linkov, I. (2023). Conflict-resilience framework for critical infrastructure peacebuilding. Sustainable cities and society, 91. Available at https://doi.org/10.1016/j.scs.2023.104405

Trump, B., Cummings, C., Klasa, K., Galaitsi, S., Linkov, I. (2023). Governing biotechnology to provide safety and security and address ethical, legal, and social implications. Frontiers in genetics, 13. Available at https://doi.org/10.3389/fgene.2022.1052371

Sambo, B., Bonato, M., Sperotto, A., Torresan, S., Furlan, E., Lambert, J.H., Linkov, I., Critto, A. (2023). Framework for multirisk climate scenarios across system receptors with application to the Metropolitan City of Venice. Risk Analysis. Available at https://doi.org/10.1111/risa.14097

Galaitsi, S., Kurth, M., Fries, S., Linkov, I.(2022). Mainstreaming resilience analytics: 10 years after the Fukushima disaster. Integrated environmental assessment and management: 18(6), 1551-1554. Available at https://doi.org/10.1002/ieam.4623

Linkov, I., Trump, B.D., Trump, J., Pescaroli, G., Hynes, W., Mavrodieva, A., Panda, A. (2022). Resilience stress testing for critical infrastructure. International Journal of Disaster Risk Reduction, 82. Available at https://doi.org/10.1016/j.ijdrr.2022.103323

Silva, P., Hidalgo, M.H., Linkov, I., Fiondella, L. (2022). Predictive Resilience Modeling. IEEE, 1-9. Available at https://doi.org/10.1109/RWS55399.2022.9984025

Pescaroli, G., Guida K., Reynolds, J., Pulwarty R.S., Linkov, I., Alexander, D.E. (2022). Managing systemic risk in emergency management, organizational resilience and climate change adaptation. Disaster Prevention and Management: An International Journal. Available at https://www.emerald.com/insight/content/doi/10.1108/DPM-08-2022-0179/full/html

Wister, A., Li, L., Whitmore, C., Ferris, J., Klasa, K., Linkov, I. (2022). Multimorbidity resilience and health behaviors among older adults: A longitudinal study using the Canadian Longitudinal Study on Aging. Frontiers in public health: 10. Available at https://doi.org/10.3389/fpubh.2022.896312

Trump, B.D., Linkov, I. (2022). Resilience and lessons learned from COVID-19 emergency response. Environment Systems and Decisions, 42, 325-327. Available at https://doi.org/10.1007%2Fs10669-022-09877-9

Barnard, M., Mark, S., Greer, S.L., Trump, B.D., Linkov, I., Jarman, H. (2022). Defining and analyzing health system resilience in rural jurisdictions. Environment Systems and Decisions, 42, 362-371. Available at https://doi.org/10.1007/s10669-022-09876-w

Angeler, D.G., Eyre, H.A., Berk, M., Allen, C.R., Hynes, W., Linkov, I. (2022). Adaptation, Transformation and Resilience in Healthcare Comment on “Government Actions and Their Relation to Resilience in Healthcare During the COVID-19 Pandemic in New South Wales, Australia and Ontario, Canada”. International journal of health policy and management: 11(9), 1949-1952. Available at https://doi.org/10.34172/ijhpm.2022.7043

Vecherin, S., Chang, D., Wells, E., Trump, B., Meyer, A., Desmond, J., Dunn, K., Kitsak, M., and Linkov, I. (2022). Assessment of the COVID-19 infection risk at a workplace through stochastic microexposure modeling. Journal of exposure science & environmental epidemiology: 32 (5), 712-719. Available at https://doi.org/10.1038/s41370-022-00411-2

Wells, E.M., Boden, M., Tseytlin, I., & Linkov, I. (2022). Modeling critical infrastructure resilience under compounding threats: A systematic literature review. Progress in Disaster Science: 15. Available at https://doi.org/10.1016/j.pdisas.2022.100244

Oseni, A., Moustafa, N., Creech, G., Sohrabi, N., Strelzoff, A., Tari, Z., & Linkov, I. (2022). An Explainable Deep Learning Framework for Resilient Intrusion Detection in loT-Enabled Transportation Networks. IEEE Transaction on Intelligent Transportation Systems. Available at http://dx.doi.org/10.1109/TITS.2022.3188671

Horton, R., Kiker, G.A., Trump, B.D., & Linkov, I. (2022). International airports as agents of resilience. Journal of Contingencies and Crisis Management, 30 (2), 217-221. Available at https://doi.org/10.1111/1468-5973.12401

Wister, A., Klasa, K., Linkov, I. (2022). A Unified Model of Resilience and Aging: Applications to COVID-19. Frontiers in public health: 10. Available at https://doi.org/10.3389/fpubh.2022.865459

Jin, A.S., Hogewood, L., Fries, S., Lambert, J., Fiondella, L., Strelzoff, A., Boone, J., Fleckner, K., & Linkov, I. (2022). Resilience of Cyber-Physical Systems: Role of AI, Digital Twins and Edge Computing. IEEE Engineering Management Review. Available at https://doi.org/10.1109/EMR.2022.3172649

Bonato, M., Sambo, B., Sperotto, A., Lambert, J.H., Linkov, I., Critto, A., Torresan,S., & Marcomini, A. (2022). Priortization of Resilience Initiatives for Climate-Related Disasters in the Metropolitan City of Venice. Risk Analysis, 42 (5), 931-953. Available at https://doi.org/10.1111/risa.13823

Cramer, E.Y., Ray, E.L., Lopez, V.K., Bracher, J., Brennen, A…Linkov, I. (2022). Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States. Proceedings of the National Academy of Sciences, 119 (15). Available at https://doi.org/10.1073/pnas.2113561119

Linkov, I., Trump, B., & Kiker, G. (2022). Diversity and inclusiveness are necessary components of resilient international teams. Humanities and Social Sciences Communications, 9(1), 1-5. Available at https://doi.org/10.1057/s41599-022-01117-4

Hynes, W., Trump, B.D., Kirman, A., Haldane, A., Linkov, I. (2022). Systemic resilience in economics. Nature Physics, 18(4) : 381-384. Available at https://doi.org/10.1038/s41567-022-01581-4

Trump, B., Golan, M.S., Keisler, J.M., Cegan, J.C., & Linkov, I. (2022). Vaccine supply chain: Resilience-by-design and resilience-by-intervention. Vaccine, 40(12) :1695-1698. Available at https://doi.org/10.1016%2Fj.vaccine.2022.02.036

Mahoney, E., Golan, M., Kurth, M., Trump, B.D., Linkov, I. (2022). Resilience by Design and Resilience by Intervention for Food Security of Indigenous Populations. Nature Communications, 13(1), 1-5. Available at https://doi.org/10.1038/s41467-022-28734-6

Linkov, I., Trump, B., Trump, J., Pescaroli, G., Mavrodieva, A., Panda, A. (2022). Stress-test the resilience of critical infrastructure. Nature, 603 (7902). Available at https://doi.org/10.1038/d41586-022-00784-2

Vecherin, S., Chang, D., Wells, E., Trump, B.D., Meyer, A., Desmond, J., Dunn, K., Kitsak, M., & Linkov, I. (2022). Assessment of Covid-19 infection risk at a workplace through stochastic microexposure modeling. Journal of Exposure Science & Environmental Epidemiology, 1-8. https://doi.org/10.1038/s41370-022-00411-2 Available at https://doi.org/10.1038/s41370-022-00411-2

Cegan, J.C., Golan, M.S., Joyner, M.D., & Linkov, I. (2022). The importance of compounding threats to hurricane evacuation modeling. npj Urban Sustainability, 2(1), 1-4. Available at https://doi.org/10.1038/s42949-021-00045-7

Argyroudis, S.A., Mitoulis, S.A., Chatzi, E., Baker, J.W., Brilakis, I., Gkoumas, K., … Linkov, I. (2022). Digital technologies can enhance climate resilience of critical infrastructure. Climate Risk Management, 35, 100387. Available at https://doi.org/10.1016/j.crm.2021.100387

Keenan, J.M., Trump, B.D., Hynes, W., Linkov, I. (2021). Exploring the Convergence of Resilience Processes and Sustainable Outcomes in Post-COVID, Post-Glasgow Economies. Sustainability, 13(23). https://doi.org/10.3390/su132313425. Available at https://doi.org/10.3390/su132313415

Golan, M.S., Mahoney, E., Trump, B., Linkov, I. (2021). Resilience and efficiency for the nanotechnology supply chains underpinning COVID-19 vaccine development. Curr Opin Chem Eng, 34. Doi: 10.1016/j.coche.2021.100759 Available at https://doi.org/10.1016%2Fj.coche.2021.100759

Collier, Z. A., Lambert, J. H., & Linkov, I. (2021). Decision making to address complexity in systems and organizations. Environment Systems & Decisions, 41(4), 485–486. Available at https://doi.org/10.1007/s10669-021-09834-y

Keisler, J.M., Trump, B.D., Wells, E., Linkov, I. (2021). Emergent technologies, divergent frames: differences in regulator vs. developer views on innovation. European Journal of Futures Research 9:1-6. Available at https://doi.org/10.1186/s40309-021-00180-5

Klasa, K., Galaitsi, S., Wister, A., & Linkov, I. (2021). System models for resilience in gerontology: application to the COVID-19 Pandemic. BMC Geriatrics, 21(1): 51. Available at https://doi.org/10.1186/s12877-020-01965-2

Ligo, A.K., Mahoney, E., Cegan, J., Trump, B.D., Jin, A.S., Kitsak, M… Linkov, I. (2021). Relationship among state reopening policies, health outcomes and economic recovery through first wave of COVID-19 pandemic in the U.S. PloS One, 16(11 November), e0260015-e0260015. https://doi.org/10.1371/journal.pone.0260015. Available at https://doi.org/10.1371/journal.pone.0260015

Galaitsi, S., Kurth, M., & Linkov, I. (2021). Resilience: Directions for an Uncertian Future Following the COVID-19 Pandemic. GeoHealth, 5(11). Available at

Jin, A.S., Trump, B.D., Golan, M., Hynes, W., Young, M., Linkov, I. (2021). Building resilience will require compromise on efficiency. Nature Energy, 6 (11), 997-999. Available at https://doi.org/10.1038/s41560-021-00913-7

Joyner, M., Kurth, M. H., Pulmo, I, Linkov, I. (2021). Recovery-Based Design of Buildings for Seismic Resilience. International Journal of Disaster Risk Reduction, 65, 102556. Available at https://doi.org/10.1016/j.ijdrr.2021.102556

Bonato, M., Sambo, B., Sperotto, A., Lambert, J.H., Linkov, I., Critto, A., Torresan, S., Marcomini, A. (2021). Prioritization of Resilience Initiatives for Climate-Related Disasters in the Metropolitan City of Venice. Risk Analysis, 1-22. Available at https://doi.org/10.1111/risa.13823

Collier, Z. A., Lambert, J. H., & Linkov, I. (2021). Integrating data from physical and social science to address emerging societal challenges. Environment Systems & Decisions, 41(3), 331–333. Available at https://doi.org/10.1007/s10669-021-09829-9

Whelshula, M., Hill, M., Galaitsi, S. E., Trump, B., Mahoney, E., Mersky, A., Poinsatte-Jones, K., & Linkov, I. (2021). Native populations and the opioid crisis: forging a path to recovery. Environment Systems and Decisions, 41: 334-340. Available at https://doi.org/10.1007%2Fs10669-021-09813-3

Keisler, J. M., & Linkov, I. (2021). Use and misuse of MCDA to support decision making informed by risk. Risk Analysis, 41 (9), 1513-1521. Available at https://doi.org/10.1111/risa.13631

Kott, A., Golan, M. S., Trump, B. D., Linkov, I. (2021). Cyber Resilience: by Design or by Intervention? Computer, 54(8): 112-117. Available at https://doi.org/10.1109/MC.2021.3082836

Kennedy, A., Brame, J., Rycroft, T., Wood, M., Zemba, V., Weiss Jr., C., Hull, M., Hill, C., Geraci, C., & Linkov, I. (2021). A definition and categorization system for advanced materials: The foundation for risk-informed environmental health and safety testing. Risk Analysis, 39(8): 1783-1795. Available at https://doi.org/10.1111/risa.13304

Galaitsi, S. E., Cegan, J. C., Volk, K., Joyner, M., Trump, B. T., & Linkov, I. (2021). The challenges of data usage for the United States’ COVID-19 response. International Journal of Information Management, 59: 102352. Available at https://doi.org/10.1016/j.ijinfomgt.2021.102352

Collier, Z. A., Lambert, J. H., & Linkov, I. (2021). Algorithms and models for decision making in advanced technology systems. Environment Systems and Decisions, 41: 179-180. Available at https://doi.org/10.1007/s10669-021-09816-0

Scott-Fordsmand, J. J., de Barros Amorim, M. J., de Garidel-Thoron, C., Castranova, V., Hardy, B., Linkov, I., Feitshans, I., Nichols, G., Peterson, J., Spurgeon, D., Tinkle, S., Vogel, U., Westerhoff, P., Wiesner, M R., & Hendren, C. O. (2021). Bridging international approaches on nanoEHS. Nature Nanotechnology, 16(6): 608-611. Available at https://doi.org/10.1038/s41565-021-00912-5

Haring, I., Fehling-Kaschek, M., Miller, N., Faist, K., Ganter, S., … ., Linkov, I. (2021). A performance-based tabular approach for joint systematic improvement of risk control and resilience applied to telecommunication grid, gas network, and ultrasound localization system. Environment Systems and Decisions, 41: 286-329. Available at https://doi.org/10.1007/s10669-021-09811-5

Rowland, M. A., Swannack, T., Mayo, M. L., Parno, M., Farthing, M., Dettwiller, I., George, G., England, W., Reif, M., Cegan, J., Trump, B., Linkov, I., Lafferty, B., Bridges, T. (2021). COVID-19 infection data encode a dynamic reproduction number in response to policy decisions with secondary wave implications. Scientific Reports, 11:1-7. Available at https://doi.org/10.1038/s41598-021-90227-1

Linkov, I., Trump, B.D., Golan, M., Keisler, J.M. (2021). Enhancing resilience in post-COVID societies: By design or by interventions? Environmental Science & Technology, 55, 4202-4204. Available at https://doi.org/10.1021/acs.est.1c00444

Collier, Z. A., Lambert, J. H., & Linkov, I. (2021). Advanced analytics for environmental resilience and a sustainable future. Environmental Science & Technology, 41: 1-2. Available at https://doi.org/10.1007/s10669-021-09805-3

Kott, A., & Linkov, I. (2021). To Improve Cyber Resilience, Measure It. IEEE Computer, 54(2): 80-85. Available at https://www.researchgate.net/publication/349424546_To_Improve_Cyber_Resilience_Measure_It

Cegan, J. C., Trump, B.D., Cibulsky, S. M., Collier, Z. A., Cummings, C. L., Greer, S. L., Jaman, H., Klasa, K., Kleinman, G., Surette, M. A., Wells, E., & Linkov, I. (2021). Can Comorbidity Data Explain Cross-State and Cross-National Difference in COVID-19 Death Rates? Risk Management and Healthcare Policy, 14: 2877. Available at https://doi.org/10.2147/rmhp.s313312

Cegan, J. C., Trump, B. D., Joyner, M. D., Volk, K. M., Surette, M. A., Garrett, J. P., Cibulsky, S. M., Kleinman, G., Russell Webster, C. W., & Linkov, I. (2021). A systems approach for resources management during the COVID-19 pandemic: Multi-agency perspectives from New England. Journal of emergency management (Weston, Mass.), 18(7), 209–223. Available at https://doi.org/10.5055/jem.0546

Linkov, I, Rand, K., Ligo, A., Bassett, J., Galaitsi, S., Trump, B. D., Jayabalasinghm, B., & Collins, T. (2021). Comparing the Emergence of Technical and Social Science Research in Artificial Intelligence. Frontiers in Computer Science, 3: 25. Available at http://dx.doi.org/10.3389/fcomp.2021.653235

Cramer, E. Y., Lopez, V. K., Niemi, J., George, G. E., Cegan, J. C., Dettwiller, I D., England, W. P., Farthing, M W., Hunter, R. H., Lafferty, B., Linkov, I., et al. (2021). Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US. Population Biology, 119 (15) e2113561119. MedRxiv,doi:10.1101/2021.02.03.21250974. Available at https://doi.org/10.1073/pnas.2113561119

Collier, Z. A., Lambert, J. H., & Linkov, I. (2020). Analytics and decision-making to inform public policy in response to diverse threats. Environment Systems and Decisions, 40(4): 463-464. Available at https://doi.org/10.1007/s10669-020-09791-y

Trump, B. D., Linkov, I., & Hynes, W. (2020). Combine resilience and efficiency in post-COVID societies. Nature, 588(7837): 200. Available at https://doi.org/10.1038/d41586-020-03482-z

Collier, Z. A., Lambert, J. H., & Linkov, I. (2020). Concurrent threats and disasters: modeling and managing risk and resilience. Environment Systems and Decisions, 40: 299-300. Available at https://doi.org/10.1007/s10669-020-09787-8

Hynes, W., Trump, B. D., Love, P., Kirman, A., Galaitsi, S. E., Ramos, G. & Linkov, I. (2020). Resilient Financial Systems Can Soften the Next Global Financial Crisis. Challenge, 63:311-318. Available at https://doi.org/10.1080/05775132.2020.1822660

Collier, Z. A., Lambert, J. H., & Linkov, I. (2020). Interdisciplinary mathematical methods for societal decision-making and resilience. Environment Systems and Decisions, 40, 1-2. Available at https://doi.org/10.1007/s10669-020-09764-1

Trump, B. D., Keisler, J. M., Galaitsi, S. E., Palma-Oliveira, J. M., & Linkov, I. (2020). Safety-by-design as a governance problem. nanotoday, 35: 100898. Available at https://doi.org/10.1016/j.nantod.2020.100989

Linkov, I., Galaitsi, S., Trump, B., Keisler, J., & Kott, A. (2020). Cybertrust: From Explainable to Actionable and Interpretable Artificial Intelligence. Computer, 53: 91-96. Available at https://doi.ieeecomputersociety.org/10.1109/MC.2020.2993623

Trump, B. D., Bridges, T. D., Cegan, J. C., Cibulsky, S. M., Greer, S. L., Jarman, H., Lafferty, B. L., Surette, M. A., & Linkov, I. (2020). An analytical perspective on pandemic recovery. Health Security, 18(3). Available at https://doi.org/10.1089/hs.2020.0057

Naderpajouh, N., Matinheikki, J., Keeys, L.A., Aldrich, D.P. & Linkov, I., (2020). Resilience and Projects: An Interdisciplinary Crossroad. Project Leadership and Society, 1: 100001. Available at https://doi.org/10.1016/j.plas.2020.100001

Isigonis, P., Afantitis, A., B… Linkov, I., Zabeo, A., Dusinska, M. (2020). Risk Governance of Emerging Technologies Demonstrated in Terms of its Applicability to Nanomaterials. Small, 16(36): 2003303. Available at https://doi.org/10.1002/smll.202003303

Linkov, I., Carluccio, S., Pritchard, O., Ní Bhreasail, Á., Galaitsi, S., Sarkis, J. & Keisler, J.M. (2020). The case for value chain resilience. Management Research Review, 43(12). Available at https://resiliencerisingglobal.org/publication/the-case-for-value-chain-resilience/

Galaitsi, S. E., Trump, B. D., Keisler, J.M. & Linkov, I. (2020). The Need to Reconcile Concepts that Characterize Systems Facing Threats. Risk Analysis, 41(1): 3-15. Available at https://doi.org/10.1111/risa.13577

Kurth, M. H., Ali, R., Bridges, T., Suedel, B. C., & Linkov, I. (2020). Evaluating resilience co-benefits of Engineering with Nature® projects. Frontiers in Ecology and Evolution, 8: 149. Available at https://doi.org/10.3389/fevo.2020.00149

Watjanatepin, P., Castagnola, V., Cetin, Y., Linkov, I., Skentelbery, C., & Prodanov, D. (2020). Workshop Report: Governance of emerging nanotechnology risks in the semiconductor industry. Frontiers in Public Health, 8: 275. Available at https://doi.org/10.3389/fpubh.2020.00275

Klasa, K., Trump, B., Linkov, I., & Lambert, J. (2020). Identifying new partnerships for innovation: Governance and policy challenges. IEEE Engineering Management Review, 48(2): 26-38. Available at https://doi.org/10.1109/EMR.2020.2989263

Linkov, I., Trump, B., Keisler, J., Cegan, J., Foran, C., Collier, Z., Lambert, J., & Kuklja, M. (2020). Signals and metrics identifying partnerships for innovation. IEEE Engineering Management Review, 48(2): 39-46. Available at https://doi.org/10.1109/EMR.2020.2990127

Hollenback, K., Lambert, J. H., & Linkov, I. (2020). Indicators and metrics of emerging country-level STEM innovation. IEEE Engineering Management Review, 48(2): 47-53. Available at https://doi.org/10.1109/EMR.2020.2991655

Keisler, J. M., Collier, Z. A., Ayyub, B., Dempwolf, C. S., Gibson, J. M., Porter, A., Schweizer, V. J., Thorisson, H., Wang, L., Ye, M., Lambert, J. H., & Linkov, I. (2020). Modeling and Analytics to Support Emerging International Innovation Partnerships. IEEE Engineering Management Review, 48(2): 54-64. Available at https://doi.org/10.1109/EMR.2020.2989391

Golan, M. S., Jennegan, L. H., & Linkov, I. (2020). Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID 19 pandemic. Environmental Systems and Decisions, 40: 222-243. Available at https://doi.org/10.1007/s10669-020-09777-w

Trump, B. D., Galaitsi, S. E., Appleton, E., Bleijs, D. A., Florin, M.-V., Gollihar, J. D., Hamilton, R. A., Kuiken, T., Lentzos, F., Mampuys, R., Merad, M., Novossiolova, T., Oye, K., Perkinds, E., Garcia-Reyero, N., Rhodes, C., & Linkov, I. (2020). Building biosecurity for synthetic biology. Molecular Systems Biology, 16(7): e9723. Available at https://doi.org/10.15252/msb.20209723

Kurth, M., Kozlowski, W., Ganin, A., Mersky, A. C., Leung, B., Dykes, J., Kitsak, M., & Linkov, I. (2020). Lack of resilience in transportation networks: Economic Implications. Transportation Research Part D: Transport and Environment, 86: 102419. Available at https://doi.org/10.1016/j.trd.2020.102419

Trump, B., Keisler, J., Volk, K., & Linkov, I. (2020). Biosecurity Demands Resilience. Environmental Science & Technology, 54, 4706−4708. Available at https://doi.org/10.1021/acs.est.0c00607

Trump, B. D., & Linkov, I. (2020). Risk and resilience in the time of the COVID-19 crisis. Environmental Systems and Decisions, 40, 171-172. Available at https://doi.org/10.1007/s10669-020-09781-0

Hynes, W., Trump, B.D., Love, P & Linkov, I. (2020). Bouncing forward: A Resilience Approach to dealing with COVID-19 and future systemic shocks. Environment, Systems, Decisions, 40(2): 174-184. Available at https://doi.org/10.1007%2Fs10669-020-09776-x

Marchese, D., Jin, A., Fox-Lent, C., & Linkov, I. (2020). Resilience of Smart Water Systems. Journal of Water Resources Planning Management, 146(1): e02519002. Available at https://doi.org/10.1061/(ASCE)WR.1943-5452.0001130

Rand, K., Kurth, M., Fleming, C. H., & Linkov, I. (2020). A resilience matrix approach for measuring and mitigating disaster-induced population displacement. International Journal of Disaster Risk Reduction, 42: e101310. Available at https://doi.org/10.1016/j.ijdrr.2019.101310

Ganin, A., Quach, P., Panwar, M., Collier, Z. A., Keisler, J.M., & Linkov, I. (2020). Multicriteria Decision Framework for Cybersecurity Risk Assessment and Management. Risk Analysis, 40 (1), 183-199. Available at http://dx.doi.org/10.1111/risa.12891

Rycroft, T.E., Foran, C. M., Thrash, A., Cegan, J. C., Zollinger, R., Linkov, I., Perkins, E. J., & Garcia-Reyero, N. (2020). AOPERA: A proposed methodology and inventory of effective tools to link chemicals to adverse outcome pathways. ALTEX-Alternatives to animal experimentation, 37(1), 64-74. Available at https://doi.org/10.14573/altex.1906201

Wood, M. D., Plourde, K., Larkin, S., Egeghy, P. P., Williams, A. J., Zemba, V., Linkov, I., & Vallero, D. A. (2020). Advances on a decision analytic approach to exposure-based chemical prioritization. Risk Analysis, 40(1): 83-96. Available at https://doi.org/10.1111/risa.13001

Linkov, I., Baiardi, F., Florin, M.-V., Greer, S., Lambert, J. H., Pollock, M., Rickli, J.-M., Roslycky, L., Seager, T., Thorisson, H., & Trump, B. (2019). Applying resilience to hybrid threats. IEEE Security & Policy, 17(5): 78-83. Available at https://doi.ieeecomputersociety.org/10.1109/MSEC.2019.2922866

Collier, Z. A., Lambert, J. H., & Linkov, I. (2019). Innovation of risk analytics for technology and society. Environment Systems and Decisions, 39: 369-370. Available at https://doi.org/10.1007/s10669-019-09750-2

Galaitsi, S. E., Hendren, C. O., Trump, B. T., & Linkov, I. (2019). Sex robots—a harbinger for emerging ai risk. Frontiers in Artificial Intelligence, 2: 27. Available at https://doi.org/10.3389%2Ffrai.2019.00027

Rycroft, T., Hamilton, K., Haas, C. N., & Linkov, I. (2019). A quantitative risk assessment method for synthetic biology products in the environment. Science of the Total Environment, 696: 133940. Available at https://doi.org/10.1016/j.scitotenv.2019.133940

Rycroft, T., Wood, M., Zemba, V., Kennedy, A., Weiss, C., Desmet, D., Ali, R., & Linkov, I. (2019). Assessing the sustainability of advanced materials using multicriteria decision analysis and the triple bottom line. Integrated Environmental Assessment and Management, 15(6): 1021-1028. Available at https://doi.org/10.1002/ieam.4205

Zemba, V., Wells, E. M., Wood, M. D., Trump, B. D., Boyle, B., Blue, S., Cato, C., & Linkov, I. (2019). Defining, measuring, and enhancing resilience for small groups. Safety Science, 120: 603-616. Available at https://doi.org/10.1016/j.ssci.2019.07.042

Collier, Z. A., Lambert, J. H., & Linkov, I. (2019). Advances in machine learning and decision making. Environment Systems & Decisions, 39 (3): 247-248. Available at https://doi.org/10.1007/s10669-019-09738-y

Cavallo, E., Gilsenan, M., Van Doren, J., Grahek-Ogden, D., Richardson, J., Abbinante, F., Cascio, C., Devalier, P., Brun, N., Linkov, I., … & Verhagen, H. (2019). Managing evidence in food safety and nutrition. EFSA Journal, 17: e170704. Available at https://doi.org/10.2903/j.efsa.2019.e170704

Zabeo, A., Keisler, J. M., Hristozov, D., Marcomini, A., & Linkov, I. (2019). Value of information analysis for assessing risks and benefits of nanotechnology innovation. Environmental Sciences Europe, 31(1): 11. Available at https://doi.org/10.1186/s12302-019-0194-0

Kurth, M., Keenan, J.M., Sasani, M., & Linkov, I. (2019). Defining resilience for the US building industry. Building Research and Innovation, 47(4): 480-492. Available at https://doi.org/10.1080/09613218.2018.1452489

Isigonis, P., Hristozov, D., Benighaus, C., Giubilato, E., Grieger, K., Pizzol, L., Semenzin, E., Linkov, I., Zabeo, A., & Marcomini, A. (2019). Risk governance of nanomaterials: Review of criteria and tools for risk communication, evaluation, and mitigation. Nanomaterials, 9(5): 696. Available at https://doi.org/10.3390%2Fnano9050696

Trump, B. D., Cegan, J., Wells, E., Poinsatte-Jones, K., Rycroft, T., Warner, C., Martin, D., Perkins, E., Wood, M. D., & Linkov, I. (2019). Co-evolution of physical and social sciences in synthetic biology. Critical Reviews in Biotechnology, 39(3): 351-365. Available at https://doi.org/10.1080/07388551.2019.1566203

Ganin, A. A., Mersky, A. C., Jin, A. S., Kitsak, M., Keisley, J. M., & Linkov, I. (2019). Resilience in intelligent transportation systems (ITS). Transportation Research Part C: Emerging Technologies, 100: 318-329. Available at https://doi.org/10.1016/j.trc.2019.01.014

Foran, C., Rycroft, T., Keisler, J., Perkins, E., & Linkov, I. (2019). A modular approach for assembly of quantitative adverse outcome pathways. ALTEX – Alternatives to animal experimentation, 36(3): 353-362. Available at https://doi.org/10.14573/altex.1810181

Collier, Z. A., Lambert, J. H., & Linkov, I. (2019). Modeling and analytics to address national and global scale challenges. Environment Systems and Decisions, 39(1): 1-2. Available at https://doi.org/10.1007/s10669-019-09720-8

Rycroft, T., Larkin, S., Ganin, A., Thomas, T., Matheson, J., Van Grack, T., Chen, X., Plourde, K., Kennedy, A., & Linkov, I. (2019). A framework and pilot tool for the risk-based prioritization and grouping of nano-enabled consumer products. Environmental Science: Nano, 6(1):356-365. Available at https://doi.org/10.1039/C8EN00848E

Wood, M., Wells, E., Rice, G., & Linkov, I. (2019). Quantifying and Mapping Resilience within Large Organizations. Omega, 87:117-126. Available at https://doi.org/10.1016/j.omega.2018.08.012

Linkov, I. , Fox‐Lent, C. , Read, L. , Allen, C. R., Arnott, J. C., Bellini, E. , Coaffee, J. , Florin, M. , Hatfield, K. , … & Woods, D. (2018). Tiered Approach to Resilience Assessment. Risk Analysis, 38(9): 1772-1780. Available at https://doi.org/10.1111/risa.12991

Linkov, I., Trump, B. D., Poinsatte-Jones, K., & Florin, M. V. (2018). Governance Strategies for a Sustainable Digital World. Sustainability, 10(2): 440. Available at https://doi.org/10.3390/su10020440

Bostick, T.P., Connelly, E.B., Lambert, J.H., Linkov, I. (2018). Resilience Science, Policy and Investment for Civil Infrastructure. Reliability Engineering & System Safety, 175:19-23. Available at https://doi.org/10.1016/j.ress.2018.02.025

Pesce, M., Terzi, S., Al-Jawasreh, R. I. M., Bommarito, C., Calgaro, L., Fogarin, S., Russo, E., Marcomini, A., & Linkov, I. (2018). Selecting sustainable alternatives for cruise ships in Venice using multi-criteria decision analysis. Science of the Total Environment, 642: 668-678. Available at https://doi.org/10.1016/j.scitotenv.2018.05.372

Collier, Z. A., Lambert, J. H., & Linkov, I. (2018). Systems modeling techniques for data analysis, decision making, and risk governance. Environment Systems and Decisions, 38(4): 431-432. Available at https://doi.org/10.1007/s10669-018-9714-5

Trump, B. D., Foran, C., Rycroft, T., Wood, M. D., Bandolin, N. Cains, M., … & Linkov. I. (2018). Development of community of practice to support quantitative risk assessment for synthetic biology products: Contaminant bioremediation and invasive carp control as cases. Environment Systems and Decisions, 38(4):517-527. Available at https://doi.org/10.1007/s10669-018-9710-9

Marchese, D. C., Bates, M. E., Keisler, J. M., Alcaraz, M. L., Linkov, I., & Olivetti, E. A. (2018). Value of information analysis for life cycle assessment: Uncertain emissions in the green manufacturing of electronic tablets. Journal of Cleaner Production, 197: 1540-1545. Available at https://doi.org/10.1016/j.jclepro.2018.06.113

Kete, N., Punzo, G., & Linkov, I. (2018). Enhancing resilience within and between critical infrastructure systems. Environmental Systems and Decisions, 38(3):275-277. Available at https://doi.org/10.1007/s10669-018-9706-5

Naderpajouh, N., David, J. Y., Aldrich, D. P., Linkov, I., & Matinheikki, J. (2018). Engineering meets institutions: an interdisciplinary approach to the management of resilience. Environment Systems and Decisions, 38(3): 306-317. Available at https://doi.org/10.1007/s10669-018-9704-7

Stoycheva, S., Marchese, D., Paul, C., Padoan, S., Juhmani, A. S., & Linkov, I. (2018). Multi-criteria decision analysis framework for sustainable manufacturing in automotive industry. Journal of Cleaner Production, 187: 257-272. Available at https://doi.org/10.1016/j.jclepro.2018.03.133

Trump, B. D., Cegan, J. C., Wells, E., Keisler, J., & Linkov, I. (2018). A critical juncture for synthetic biology: Lessons from nanotechnology could inform public discourse and further development of synthetic biology. EMBO reports, 19(7): e46153. Available at https://doi.org/10.15252/embr.201846153

Trump, B. D., Hristozov, D., Malloy, T., & Linkov, I. (2018). Risk associated with engineered nanomaterials: different tools for different ways to govern. Nano Today, 21: 9-13. Available at https://doi.org/10.1016/j.nantod.2018.03.002

Linkov, I., Trump, B. D., Anklam, E., Berube, D., Boisseasu, P., Cummings, C., ... & Vermeire, T. (2018). Comparative, collaborative, and integrative risk governance for emerging technologies. Environment Systems and Decisions, 38(2):170-176. Available at https://doi.org/10.1007/s10669-018-9686-5

Linkov, I., Wells, E., Trump, B., Collier, Z., Goerger, S., & Lambert, J. H. (2018). Blockchain Benefits and Risks. The Military Engineer, 110(714): 2-63.

Trump, B. D., Wells, E., Trump, J., & Linkov, I. (2018). Cryptocurrency: Governance for what was meant to be ungovernable. Environment Systems and Decisions, 38(3): 426-430. Available at https://doi.org/10.1007/s10669-018-9703-8

Trump, B. D., Kadenic, M., & Linkov, I. (2018). A sustainable Arctic: Making hard decisions. Arctic, Antarctic, and Alpine Research, 50(1), e1438345. Available at https://doi.org/10.1080/15230430.2018.1438345

Trump, B. D., Hristozov, D., & Linkov, I. (2018). An introduction to Environment Systems and Decisions’ Special Issue on Emerging Technologies. Environmental Systems and Decisions, 38(2): 161-162. Available at https://doi.org/10.1007/s10669-018-9689-2

Linkov, I., Trump, B. D., & Keisler, J. (2018). Don't conflate risk and resilience. Nature, 555(7694): 27.

Collier, Z. A., Lambert, J. H., & Linkov, I. (2018). Resilience, sustainability, and complexity in social, environmental, and technical systems. Environmental Systems and Decisions, 38(1):1-2. Available at https://doi.org/10.1007/s10669-018-9679-4

Rycroft, T., Trump, B., Poinsatte-Jones, K., & Linkov, I. (2018). Nanotoxicology and nanomedicine: making development decisions in an evolving governance environment. Journal of Nanoparticle Research, 20(2): 52. Available at https://doi.org/10.1007/s11051-018-4160-3

Massaro, E., Ganin, A., Perra, N., Linkov, I., & Vespignani, A. (2018). Resilience management during large-scale epidemic outbreaks. Scientific reports, 8(1): 1859. Available at https://doi.org/10.1038/s41598-018-19706-2

Linkov, I., Trump, B.D., Keisler, J.M. (2018). Risk and resilience must be independently managed. Nature, 555(7694). Available at doi: https://doi.org/10.1038/d41586-018-02567-0

Kitsak, M., Ganin, A. A., Eisenberg, D. A., Krapivsky, P. L., Krioukov, D., Alderson, D. L., & Linkov, I. (2018). Stability of a giant connected component in a complex network. Physical Review E, 97(1): 012309. Available at https://doi.org/10.48550/arXiv.1709.10174

Stone, V., Führ, M., Feindt, P. H., Bouwmeester, H., Linkov, I., Sabella, S., ... & Poortvliet, P. M. (2018). The Essential Elements of a Risk Governance Framework for Current and Future Nanotechnologies. Risk Analysis, 38(7):1321-1331. Available at https://doi.org/10.1111/risa.12954

Kurth, M., Fox‐Lent, C., Golan, M., & Linkov, I. (2018). Decision Making for Independent Municipal Action. Integrated environmental assessment and management, 14(2): 194-197. Available at https://doi.org/10.1002/ieam.2013

Palma-Oliveira, J.M., Trump, B.D., Wood, M.D., & Linkov, I. (2018). Community‐Driven Hypothesis Testing: A Solution for the Tragedy of the Anticommons. Risk Analysis, 38(3): 620-634. Available at https://doi.org/10.1111/risa.12860

Trump B., Cummings C., Kuzma J., & Linkov I. (2018). A decision analytic model to guide early‐stage government regulatory action: Applications for synthetic biology. Regulation & Governance, 12(1): 88-100. Available at https://doi.org/10.1111/rego.12142

Marchese, D., Reynolds, E., Bates, M.E., Morgan, H., Clark, S.S., & Linkov, I. (2018). Resilience and sustainability: similarities and differences in environmental management applications. Science of the Total Environment, 613: 1275–1283. Available at https://doi.org/10.1016/j.scitotenv.2017.09.086

Trump, B. D., Florin, M., Matthews, H. S., Sicker, D., & Linkov, I. (2018). Governing the Use of Blockchain and Distributed Ledger Technologies: Not One-Size-Fits-All. IEEE Engineering Management Review, 46(3): 56-62. Available at https://doi.org/10.1109/EMR.2018.2868305

Eisenberg, D. A., Alderson, D. L., Kitsak, M., Ganin, A., & Linkov, I. (2018). Network Foundation for Command and Control (C2) Systems: Literature Review. IEEE Access, 6: 68782-68794. Available at https://doi.org/10.1109/ACCESS.2018.2873328

Linkov, I., Trump, B.D., Poinsatte-Jones, K., Love, P., Hynes, W., & Ramos, G. (2018). Resilience at OECD: Current State and Future Directions. IEEE Engineering Management Review, 46(4): 128-135. Available at https://doi.org/10.1109/EMR.2018.2878006

Collier, Z. A., Lambert, J. H., & Linkov, I. (2017). Global perspectives and case studies of environmental management and policy. Environment Systems and Decisions, 37(4): 379-380. Available at https://doi.org/10.1007/s10669-017-9662-5

Malsch, I., Subramanian, V., Semenzin, E., Zabeo, A., Hristozov, D., Mullins, M., Murphy, F., Linkov, I., & Marcomini, A. (2017). Comparing mental models of prospective users of the sustainable nanotechnology decision support system. Environment Systems and Decisions, 37: 465-483. Available at https://doi.org/10.1007/s10669-017-9648-3

Collier, Z. A., Lambert, J. H., & Linkov, I. (2017). Advances in life cycle analysis, econometrics, optimization, R&D policy, and health decision making. Environment Systems and Decisions, 37(3): 241-242. Available at https://doi.org/10.1007/s10669-017-9651-8

Ganin, A., Kitsak, M., Marchese, D., Keisler, J., Seager, T., & Linkov, I. (2017). Resilience and efficiency in transportation networks. Science Advances, 3(12): e1701079. Available at https://doi.org/10.1126/sciadv.1701079

Linkov, I., Trump, B.T., Wender, B.A., Seager, T.P., Kennedy, A.J., & Keisler J.M., (2017). Integrate life-cycle assessment and risk analysis results, not methods. Nature Nanotechnology, 12: 740. Available at https://doi.org/10.1038/nnano.2017.152

Thorisson, H., Lambert, J.H., Cardenas, J.J., & Linkov, I. (2017). Resilience Analytics with Application to Power Grid of a Developing Region. Risk Analysis, 37: 1268-1286. Available at https://doi.org/10.1111/risa.12711

Keisler, J.M., Foran, C.M., Kuklja, M.M., & Linkov, I. (2017). Undue concentration of research and education: multi-criteria decision approach to assess jurisdiction eligibility for NSF funding. Environment Systems Decisions, 37: 367-378. Available at https://doi.org/10.1007/s10669-017-9650-9

Kurth, M., Keisler, J.M., Bates, M.E., Bridges, T.E., Summers, J., Linkov, I. (2017). A portfolio decision analysis approach to support energy research and development resource allocation. Energy Policy, 105: 128-135. Available at https://doi.org/10.1016/j.enpol.2017.02.030

Seager, TP., Trump, BD, Poinsatte-Jones, K., & Linkov, I. (2017). Why Life Cycle Assessment Does Not Work for Synthetic Biology. Environment Science and Technology, 51: 5861-5862. Available at https://doi.org/10.1021/acs.est.7b01604

Becker, R.A., Dellarco, V., Seed, J., Kronenberg, J.M., Meek, B., Foreman, J., Palermo, C., Kirman, C., Linkov, I., Schoeny, R., Dourson, M., Pottenger, L.H., & Manibusan, M.K. (2017). Quantitative weight of evidence to assess confidence in potential modes of action. Regulatory Toxicology and Pharmacology, 86: 205-220. Available at https://doi.org/10.1016/j.yrtph.2017.02.017

Marchase, D., & Linkov, I. (2017). Can You Be Smart and Resilient at the Same Time? Environmental Science & Technology, 51: 5867-5868. Available at https://pubs.acs.org/doi/10.1021/acs.est.7b01912

Seager, T., Gisladottir, V., Mancillas, J., Roege, P., & Linkov, I. (2017). Inspiration to operation: Securing net benefits vs. zero outcome. Journal of Cleaner Production, 148: 422-466. Available at https://doi.org/10.1016/j.jclepro.2017.01.155

Connelly, E.B., Allen, C.R., Hatfield, K., Palma-Oliveira, J.M., Woods, D.D., & Linkov, I. (2017). Features of resilience. Environment Systems and Decisions, 37: 46-50. Available at https://www.osti.gov/servlets/purl/1346540

Trump, B.D., Keisler, J.M., Lambert, J.H., & Linkov, I. (2017). Campaign to governance: science, engineering, and policy innovation for America’s top infrastructure projects. Environment Systems and Decisions, 37: 42-45. Available at https://doi.org/10.1007/s10669-017-9633-x

Pang, C., Radomyski, A., Subramanian, V., Nadimi‐Goki, M., Marcomini, A., & Linkov, I. (2017). Multi‐criteria decision analysis applied to harmful algal bloom management: A case study. Integrated environmental assessment and management, 13: 631–639. Available at https://doi.org/10.1002/ieam.1882

Chadderton, C., Foran, C.M., Rodriguez, G., Gilbert, D., Cosper, S.D., & Linkov, I. (2017). Decision support for selection of food waste technologies at military installations. Journal of Cleaner Production, 14: 267-277. Available at https://doi.org/10.1016/j.jclepro.2016.08.091

Collier Z.A., Lambert, J.H., & Linkov, I. (2017). Preview of the June issue featuring literature reviews of MCDA and articles authored by students. Environment Systems and Decisions, 37: 121-122. Available at https://doi.org/10.1007/s10669-017-9643-8

Kurth, M. H., Larkin, S., Keisler, J.M., & Linkov, I. (2017). Trends and applications of multi-criteria decision analysis: use in government agencies. Environment Systems and Decisions, 37: 134-143. Available at https://doi.org/10.1007/s10669-017-9644-7

Cegan, J.C., Filion, A.M., Keisler, J.M., & Linkov, I. (2017). Trends and applications of multi-criteria decision analysis in environmental sciences: literature review. Environment Systems and Decisions, 37: 123-133. Available at https://doi.org/10.1007/s10669-017-9642-9

Apitz S., Attanasio R., Backhaus T., Barnthouse L., Batley G., Brauman K., Brooks B., Chapman P., Griffin M., Kapustka L., Landis W., Leung K., Linkov I., … & Wenning R. (2017). Environmental policy recommendations for the new US President. Integrated environmental assessment and management, 13: 7. Available at https://doi.org/10.1002/ieam.1856

Linkov, F., Valappil, Benita, Goughnour, S., Hildrew, D., Mcafee, J., Snyderman, C., & Linkov, I. (2017). Development of an evidence-based decision pathway for vestibular schwannoma treatment options. American Journal of Otolaryngology, 38: 57–64. Available at https://doi.org/10.1016/j.amjoto.2016.09.019

Brondum, MC, Collier, ZA, Luke, C.S., Goatcher, B.L., & Linkov, I. (2017). Selection of invasive wild pig countermeasures using multicriteria decision analysis. Science of the Total Environment, 574: 1164-1173. Available at https://doi.org/10.1016/j.scitotenv.2016.09.155

Gisladottir, V., Ganin, A., Keisler, J.M., Kepner, J., & Linkov, I., (2017). Resilience of Cyber Systems with Over- and under-regulation. Risk Analysis, 37: 1644-1651. Available at https://doi.org/10.1111/risa.12729

Malloy, T.F., Zaunbrecher, V.M., Batteate, C., Blake, A., Carroll, W.F, Corbett, C., Foss Hansen, S., Lempert, R., Linkov, I., … & Thayer, K. (2017). Advancing Alternative Analysis: Integration of Decision Science. Environmental Health Perspectives, 125: 066001. Available at https://doi.org/10.1289/ehp483

Bakkensen, L., Fox-Lent, C., Read, L., & Linkov, I. (2017). Validating Resilience and Vulnerability Indices in the Context of Natural Disasters. Risk Analysis, 37: 982–1004. Available at https://doi.org/10.1111/risa.12677

Scott, R., Cullen A., Fox-Lent, C., & Linkov, I., (2016). Can carbon nanomaterials improve CZTS photovoltaic devices? Applications of LCA-MCDA to improve performance and manage impacts. Risk Analysis, 36: 1916–1935. Available at https://doi.org/10.1111/risa.12539

DiMase D, Collier ZA, Carlson, J., Gray, R.B., & Linkov, I. (2016). Traceability and Risk Analysis Strategies for Addressing Counterfeit Electronics in Supply Chains for Complex Systems. Risk Analysis, 36: 1834-1843. Available at https://doi.org/10.1111/risa.12536

Bartos, M., Chester, M., Johnson, N., Gorman, B., Eisenberg, D., Bates, M., & Linkov, I. (2016). Impacts of rising air temperatures on electric transmission ampacity and peak per-capita electricity load in the United States. Environmental Research Letters, 11: 114008. Available at https://doi.org/10.1088/1748-9326/11/11/114008

Allen, C.R., Bartlett-Hunt, S., Bevans, R.A., Birge, H.E., Burnett, J.L., Cosens, B., Ximing, C., & Linkov, I. (2016). Avoiding decline: fostering resilience and sustainability in midsize cities. Sustainability, 8: 844. Available at https://doi.org/10.3390/su8090844

Linkov, I., Basu, S., Fisher, C., Jackson, N., Jones, A. C., Kukla, M. M., & Trump, B. D. (2016). Diplomacy for science: strategies to promote international collaboration. Environment Systems and Decisions, 36: 331-334. Available at https://doi.org/10.1007/s10669-016-9614-5

Subramanian, V., Semenzin, E., Hristozov, D., Zabeo, A., Malsch, I., McAlea, E., Murphy, F., Mullins, M., van Harmelen, T., Ligthart, T., Linkov, I., & Marcomini, A. (2015). Sustainable nanotechnology decision support system: bridging risk management, sustainable innovation and risk governance. Journal of Nanoparticle Research, 18: 89. Available at https://doi.org/10.1007/s11051-016-3375-4

DeWitte, S., Kurth, M. H., Allen, C. R., & Linkov, I. (2016). Disease epidemics: lessons for resilience in an increasingly connected world. Journal of Public Health, 39: 254-257. Available at https://doi.org/10.1093/pubmed/fdw044

Ganin, A., Massaro, E., Steen, N., Kott, A., Mangoubi, R., Keisler, J., & Linkov, I. (2016). Operational resilience: concepts, design and analysis. Nature Scientific Reports, 6(1). Available at https://doi.org/10.1038/srep19540

Bates, M. E., Grieger, K. D., Trump, B., Keisler, J. M., Plourde, K. J., & Linkov, I. (2016). Emerging Technologies for Environmental Remediation: Integrating Data and Judgment. Environmental Science and Technology, 50: 349-358. Available at https://doi.org/10.1021/acs.est.5b03005

Collier, Z. A., Gust, K. A., Gonzalez-Morales, B., Gong, P., Wilbanks, M. S., Linkov, I., & Perkins, E. J. (2016). A Weight of Evidence Assessment Approach for Adverse Outcome Pathways. Regulatory Toxicology and Pharmacology, 75: 46-57. Available at https://doi.org/10.1016/j.yrtph.2015.12.014

Malloy, T. F., Trump, B. D., & Linkov, I. (2016). Risk-Based and Prevention-Based Governance for Emerging Materials. Environmental Science & Technology, 50: 6822–6824. Available at https://doi.org/10.1021/acs.est.6b02550

Paulson, E. C., Linkov, I., & Keisler, J. (2016). A Game Theoretic Model for Resource Allocation Among Countermeasures With Multiple Attributes. European Journal of Operations Research, 252: 610-622. Available at https://doi.org/10.1016/j.ejor.2016.01.026

Yatsalo, B., Gritsuk, S., Sullivan, T., Trump, B. D., & Linkov, I. (2016). Multi-criteria risk management with the use of DecernsMCDA: methods and case studies. Environment Systems and Decisions, 36: 266-276. Available at https://doi.org/10.1007/s10669-016-9598-1

Angeler, D. G., Allen, C. R., Garmestani, A. S., Gunderson, L. H., & Linkov, I. (2016). Panarchy use in environmental science for risk and resilience planning. Environment Systems and Decisions, 36: 225-228. Available at https://doi.org/10.1007/s10669-016-9605-6

Kurth, M., & Linkov, I. (2016). Preventing risk and promoting resilience in radiation health. Integrated Environmental Assessment and Management, 12: 677-679. Available at https://doi.org/10.1002/ieam.1824

Bates, M. E., Keisler J. M., Zussblatt, N. P., Plourde, K. J., Wender, B. A., & Linkov, I. (2016). Balancing Research and Funding using Value of Information and Portfolio Tools for Nanomaterial Risk Classification. Nature Nanotechnology, 11: 198–203. Available at https://doi.org/10.1038/nnano.2015.249

Collier, Z. A., Trump, B. D., Wood, M., Chobanova, R., & Linkov, I. (2016). Leveraging Stakeholder Knowledge in the Innovation Decision Making Process. International Journal of Business Continuity and Risk Management, 6: 163-181. Available at http://dx.doi.org/10.1504/IJBCRM.2016.078987

van Harmelen, T., Zondervan-van den Beuken, E. K., Brouwer, D. H. , Kuijpers, E., Fransman, W., Buist, H. B., Ligthart, T. N., Hincapié, I., Hischier, R., Linkov, I., … & Som, C. (2016). LICARA nanoSCAN - A tool for the self-assessment of benefits and risks of nanoproducts. Environment International, 91: 150-160. Available at https://doi.org/10.1016/j.envint.2016.02.021

Foran, C. M., Link, J. S., Patrick, W. S., Sharpe, L., Wood, M. D., & Linkov, I. (2016). Relating Mandates in the United States for Managing the Ocean to Ecosystem Goods and Services Demonstrates Broad but Varied Coverage. Frontiers in Material Science, 3:5. Available at https://doi.org/10.3389/fmars.2016.00005

Foran, C. F., Narcisi, M. J., Bourne, A. C., & Linkov, I. (2015). Susceptibility assessment of urban tree species in Cambridge, MA, from future climatic extremes. Environment Systems and Decisions, 35: 389–400. Available at https://doi.org/10.1007/s10669-015-9563-4

Foran, C. F., Baker, K. M., Narcisi, M. J., & Linkov, I. (2015). Assessing cumulative effects of multiple activities in New England watersheds. Environment Systems and Decisions, 35: 511. Available at https://doi.org/10.1007/s10669-015-9575-0

Trump, B., Linkov, F., Edwards, R., Linkov, I. (2015). Not a Humbug: The Evolution of Patient-Centered Medical Decision Making. British Medical Journal: Evidence-Based Medicine, 20: 193-197. Available at http://dx.doi.org/10.1136/ebmed-2015-110274

Malloy, T. F., Blake, A., Linkov, I., & Sinsheimer, P.J. (2015). Decisions, Science and Values: Crafting Regulatory Alternatives Analysis. Risk Analysis, 35: 2137-2151. Available at https://doi.org/10.1111/risa.12466

Tsang, M., Fox-Lent, C., Bates, M., Wallace, S., & Linkov, I. (2015). Life-Cycle Impacts of Soybean and Algae Biodiesel: Case Study of U.S. Marine Vessels. Biofuels, Bioproducts & Biorefining, 9: 567–580. Available at https://doi.org/10.1002/bbb.1569

DiMase, D., Collier, Z. A., Heffner, K., & Linkov, I. (2015). Systems Engineering Framework for Cyber Physical Security and Resilience. Environment, Systems and Decisions, 35: 291-300. Available at https://doi.org/10.1007/s10669-015-9540-y

Bates, M.E., Larkin, S., Keisler, J.M., Linkov, I. (2015). How decision analysis can further nanoinformatics. Beilstein Journal of Nanotechnology, 6: 1594-1600. Available at https://doi.org/10.3762%2Fbjnano.6.162

Linkov, I., Larkin, S., & Lambert, J.H. (2015). Concepts and approaches to resilience in a variety of governance and regulatory domains. Environment Systems and Decisions, 35: 183-184. Available at https://doi.org/10.1007/s10669-015-9553-6

Fox-Lent, C., Bates, M.E., & Linkov, I. (2015). A matrix approach to community resilience assessment: an illustrative case at Rockaway Peninsula. Environment Systems and Decisions, 35: 209-218. Available at https://doi.org/10.1007/s10669-015-9555-4

Larkin, S., Fox-Lent, C., Eisenberg, D. A., Trump, B. D., Wallace, S., Chadderton, C., & Linkov, I. (2015). Benchmarking agency and organizational practices in resilience decision making. Environment Systems and Decisions, 35: 185-195. Available at https://doi.org/10.1007/s10669-015-9554-5

Sikula, N., Mancillas, J., Linkov, I., & McDonagh, J. A. (2015). Risk management is not enough: a conceptual model for resilience and adaptation-based vulnerability assessments. Environment Systems and Decisions, 35: 219-228. Available at http://dx.doi.org/10.1007/s10669-015-9552-7

Brunye, T. T., Collier, Z. A., Cantelon, J., Holmes, A., Wood, M. D., Linkov, I., & Taylor, H. A. (2015). Strategies for selecting routes through real-world environments: Relative topography, initial route straightness, and cardinal direction. Plos One, 10(5): e0124404. Available at https://doi.org/10.1371/journal.pone.0124404

Becker, R., Ankley, G. T., Edwards, S. W., Kennedy, S., Linkov, I., … & Barton-Maclaren, T. S. (2015). Increasing Scientific Confidence in Adverse Outcome Pathways: Application of Tailored Bradford-Hill Considerations for Evaluating Weight of Evidence. Regulatory Toxicology and Pharmacology, 72: 514-537. Available at https://doi.org/10.1016/j.yrtph.2015.04.004

Fadel, T. F., Steevens, J. A., Thomas, T.A., & Linkov, I. (2015). The challenges of nanotechnology risk management. Nano Today, 10: 6–10. Available at https://doi.org/10.1016/j.nantod.2014.09.008

Foran, C. M., Baker, K. M., Grosso, N. R., & Linkov, I. (2015). An Enhanced Adaptive Management Approach for Remediation of a Mercury Contaminated River. Plos One, 10: e0117140. Available at https://doi.org/10.1371/journal.pone.0117140

Subramanian, V., Semenzin, E., Hristozov, D., Zondervan-van den Beuken, E., Linkov, I., & Marcomini, A. (2015). Decision Analytic Tools for Sustainable Nanotechnology. Environment Systems and Decisions, 35: 29-41. Available at https://doi.org/10.1007/s10669-015-9541-x

Linkov, I., Kurth, M., Hristozov, D., & Keisler, J. (2015). Nanotechnology: promoting innovation through analysis and governance. Environment Systems and Decisions, 35:22-23. Available at https://doi.org/10.1007/s10669-015-9543-8

Isaacs, J. A., Alpert, C. L., Bates, M., Bosso, C. J., Eckelman, M. J., Linkov, I., & Walker, W. C. (2015). Engaging Stakeholders in Nano-EHS Risk Governance. Environment Systems and Decisions, 35: 24-28. Available at https://doi.org/10.1007/s10669-015-9542-9

Linkov, I., Massey, O., Keisler, J., Rusyn, I., Hartung, T. (2015). From "weight of evidence" to quantitative data integration using multicriteria decision analysis and Bayesian methods. ALTEX: Alternatives to Animal Experimentation, 32: 5-10. Available at https://doi.org/10.14573/altex.1412231

Bates, M., Fox-Lent, C., Seymour, L., Wender, B., Linkov, I. (2015). Life Cycle Assessment for Dredged Sediment Placement Strategies. Science of the Total Environment, 511: 309-318. Available at https://doi.org/10.1016/j.scitotenv.2014.11.003

Linkov, I., Trump, B. D., Ditmer, R., Hazle, M. (2014). Munitions and explosives of concern: international governance and applications for the United States. Environmental Sciences Europe, 26: 30. Available at https://doi.org/10.1186/s12302-014-0030-5

Eisenberg, D. A., Linkov, I., Park, J., Chang, D., Bates, M. E., & Seager, T. (2014). Resilience Metrics: Lessons from Military Doctrines. Solutions, 5: 76-87. Available at https://www.researchgate.net/publication/267333738_Resilience_Metrics_Lessons_from_Military_Doctrines

Tsang, M., Bates, M., Madison, M., & Linkov, I. (2014). Benefits and Risks of Emerging Technologies: Integrating Life Cycle Assessment and Decision Analysis to Assess Lumber Treatment Alternatives. Environmental Science and Technology, 48: 11543-11550. Available at https://doi.org/10.1021/es501996s

Wender, B., Foley, R. W., Prado-Lopez, V., Eisenberg, D., Ravikumar, D., Hottle, T. A, Sadowski, J., Flangan, W. P., Fisher, A., Laurin, L., Seager, T. P., Bates, M., Fraser, M. P., Linkov, I., & Guston, D. H. (2014). Illustrating Anticipatory Life Cycle Assessment for Emerging Photovoltaic Technologies. Environmental Science and Technology, 48: 10531-10538. Available at https://doi.org/10.1021/es5016923

Bates, M., Sparrevik, M., de Lichy, N., & Linkov, I. (2014). The Value of Information for Managing of Contaminated Sediments. Environmental Science and Technology, 48: 9478-9485. Available at https://doi.org/10.1021/es500717t

Linkov, I., Wood, M., & Bates, M. (2014). Scientific Convergence: Dealing with the Elephant in the Room. Environmental Science and Technology, 48: 10539–10540. Available at https://doi.org/10.1021/es503585u

Roege, P., Collier, Z. A., Mancillas, J., McDonagh, J., Linkov, I. (2014). Metrics for Energy Resilience. Energy Policy, 72: 249–256. Available at https://doi.org/10.1016/j.enpol.2014.04.012

Collier, Z. A., Linkov, I., DiMase, D., Walters, S., Tehranipoor, M., & Lambert, J. (2014). Risk-Based Cybersecurity Standards: Policy Challenges and Opportunities. Computer, 47: 70-76.

Keisler, J. & Linkov, I. (2014). Environment models and decisions. Environment Systems Decision, 34: 369–372. Available at https://doi.org/10.1007/s10669-014-9515-4

Linkov, I., Fox-Lent, C., Keisler, J., Della-Sala, S., & Siweke, J. (2014). Risk and resilience lessons from Venice. Environment Systems Decision, 34: 378–382. Available at https://doi.org/10.1007/s10669-014-9511-8

Linkov, I., Trump, B., Jin, D., Mazurczak, M., & Schreurs, M. (2014). A decision-analytic approach to predict state regulation of hydraulic fracturing. Environment Europe, 26: 20. Available at https://doi.org/10.1186/s12302-014-0020-7

Collier, Z. A., Bates, M. E., Wood, M. D., & Linkov, I. (2014). Stakeholder engagement in dredged material management decisions. Science of the Total Environment, 496: 248–256. Available at https://doi.org/10.1016/j.scitotenv.2014.07.044