Emanuele Borgonovo
Full Professor
Biografia
Emanuele Borgonovo è Professore Ordinario e Direttore del Dipartimento di Scienze delle Decisioni dell'Università Bocconi. È Research Affiliate presso il Massachusetts Institute of Technology, Department of Nuclear Science and Engineering. È Co-editor-in-chief dell’ European Journal of Operational Research e advisor della Springer International Series in Management Science and Operations Research. E’ membro del Comitato Scientifico della Fondazione Silvio Tronchetti Provera, co-chair del comitato tecnico per l’Uncertainty Analysis della European Safety and Reliability Association e Fellow del Bocconi Institute for Data Science and Analytics. È stato presidente della Decision Analysis Society di INFORMS, 2020-2022.
Ha conseguito il dottorato in Probabilistic Risk Assessment presso il MIT. Ha vinto numerosi premi nazionali e internazionali, ha pubblicato oltre 100 articoli scientifici, in riviste scientifiche internazionali. Ha lavorato in progetti di ricerca internazionali con istituzioni come la US Defense Advanced Research Project Agency (DARPA), l'Idaho National Laboratory, il Dipartimento dell'Energia degli Stati Uniti, la US Nuclear Regulatory Commission, Electricité de France, Charles River Analytics, ecc. I suoi interessi di ricerca riguardano l'analisi di sensibilità, l'analisi decisionale, l'analisi del rischio e la quantificazione dell'incertezza. Nei suoi lavori, ha introdotto diverse nuove tecniche di analisi di sensibilità, come la Misura di Importanza Differenziale, che è stata introdotta nella NASA Probabilistic Risk Assessment Procedures Guide for NASA Managers and Practitioners. È autore dei libri: “Sensitivity Analysis: An Introduction for the Management Scientist”, e “Quando ai Manager danno i Numeri”. Presso SDA Bocconi, è responsabile del corso Artificial Intelligence and Data Science for Executives, è stato direttore del Management Science Lab dal 2013 al 2017, e insegna nei programmi MBA e DBA della SDA.
Pubblicazioni recenti
- 2025
Global Sensitivity Analysis via Optimal Transport
BORGONOVO, E., A. FIGALLI, E. PLISCHKE, G. SAVARÉ, "Global Sensitivity Analysis via Optimal Transport", Management Science, 2025, vol. 71, no. 5, pp. 3809-3828 - 2025
Direction of impact for explainable risk assessment modeling
BORGONOVO, E., M. BAUCELLS, A. DE ROSA, E. PLISCHKE, J. BARR, H. RABITZ, "Direction of impact for explainable risk assessment modeling", Risk Analysis, 2025, vol. 45, no. 8, pp. 2157-2182 - 2025
Global sensitivity analysis of integrated assessment models with multivariate outputs
CHIANI, L., E. BORGONOVO, E. PLISCHKE, M. TAVONI, "Global sensitivity analysis of integrated assessment models with multivariate outputs", Risk Analysis, 2025, vol. 45, no. 8, pp. 2132-2156 - 2025
Convexity and measures of statistical association
BORGONOVO, E., A. FIGALLI, P. GHOSAL, E. PLISCHKE, G. SAVARÉ, "Convexity and measures of statistical association", Journal of the Royal Statistical Society. Series B - Statistical Methodology, 2025, vol. 87, no. 4, pp. 1281-1304 - 2025
Fifty years of decision analysis in operational research: A review
BORGONOVO, E., V. R. R. JOSE, M. KNOWLTON, R. SHACHTER, J. U. SIEBERT, C. ULU, "Fifty years of decision analysis in operational research: A review", European Journal of Operational Research, 2025 - 2025
A global sensitivity analysis framework for guiding the design improvement of new concepts of small modular reactors
MARCHETTI, S., F. DI MAIO, E. ZIO, E. BORGONOVO, E. PLISCHKE, "A global sensitivity analysis framework for guiding the design improvement of new concepts of small modular reactors", Nuclear Engineering and Design, 2025, vol. 444, pp. 114398 - 2025
Global sensitivity analyses for test planning with black‐box models for Mars Sample Return
CATALDO, G., E. BORGONOVO, A. SIDDENS, K. CARPENTER, M. NADO, E. PLISCHKE, "Global sensitivity analyses for test planning with black‐box models for Mars Sample Return", Risk Analysis, 2025, vol. 45, no. 8, pp. 2300-2322 - 2025
A framework for global sensitivity analysis in long-term energy systems planning using optimal transport
NICOLI, M., E. BORGONOVO, V. DI COSMO, D. MOSSO, E. PLISCHKE, L. SAVOLDI, A. R. DE QUEIROZ, "A framework for global sensitivity analysis in long-term energy systems planning using optimal transport", Energy, 2025, vol. 338, pp. 138788 - 2025
Artificial intelligence for risk analysis and the risks of artificial intelligence: Part 1
BIER, V., E. BORGONOVO, T. COX, C. RUDIN, "Artificial intelligence for risk analysis and the risks of artificial intelligence: Part 1", Risk Analysis, 2025, vol. 45, no. 4, pp. 735-737 - 2025
Importance Measures from Complex Reliability Simulations: Safety and Realibility
BORGONOVO, E., C. SMITH, "Importance Measures from Complex Reliability Simulations: Safety and Realibility" in 35th European Safety and Reliability Conference (ESREL 2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025), June 15-19, 2025, Norway
Hai visto 10 elementi su 134
Grants & Premi
Informs Data Mining Society, 2024 Best Paper Award, Runner up with the paper Trustworthy Feature Importance Avoids Unrestricted Permutations with Cynthia Rudin (Duke University); Xuefei Lu (SKEMA Business School); Elmar Plischke (Clausthal University of Technology); Francesco Cappelli (Bocconi University), 2024
The 2023 Clemen-Kleinmuntz Decision Analysis Best Paper Award for the work “Information Density In Decision Analysis”, with Gordon B. Hazen and Xuefei Lu, 2024
Outstanding Service Award, Decision Analysis Society, INFORMS, 2022
Excellence in Research Award, Università Commerciale Luigi Bocconi, 2020
Excellence in Teaching Award, Università Commerciale Luigi Bocconi, 2020
Teaching Excellence Award, Università Commerciale Luigi Bocconi, 2015
IBM Faculty Award, 2015
Best Risk Analysis Paper Award, from 'Risk Analysis, an International Journal' for the paper: "Uncertainty in Climate Change: Can Global Sensitivity Analysis be of Help?", with B. Anderson, M. Galeotti and R. Roson, SRA - Society for Risk Analysis, 2014
Best Reviewer Award 'Reliability Engineering and System Safety', 2013
Best Reviewer Award 'European Journal of Operational Research', 2013
Best Reviewer Award 'Risk Analysis', 2013
Best Reviewer Award 'Environmental Modelling and Software', 2012
Research Excellence Award, Università Commerciale Luigi Bocconi, 2012
Best Research Paper Award from the journal 'Economia & Management', SDA Bocconi School of Management, 2012
Best Reviewer Award 'European Journal of Operational Research', 2011
Research Excellence Award, Università Commerciale Luigi Bocconi, 2011
Research Excellence Award, Università Commerciale Luigi Bocconi, 2010
Research Excellence Award, Università Commerciale Luigi Bocconi, 2009
Research Excellence Award, Università Commerciale Luigi Bocconi, 2008
Research Excellence Award, Università Commerciale Luigi Bocconi, 2007
Research Excellence Award, Università Commerciale Luigi Bocconi, 2006
