Research output per year
Research output per year
Personal profile
Biography
Dr. Diego Mandelli is an R&D Scientist at the Idaho National Laboratory (INL). His areas of expertise include data analytics, risk and reliability modeling, and system optimization. His research focuses on the development of data analytics methods based on machine learning, data mining and optimization algorithms. He is currently employing these methods to perform state-of-the-art simulation-based safety assessment, system health management, and system optimization. He holds a Ph.D. degree in Nuclear Engineering from The Ohio State University (2011). He is a member of the American Nuclear Society.
URL
www.diegomandelli.com
Research Interests
machine learning, data analytics, optimization, data mining, NLP, knowledge graph, statistics, reliability
Education/Academic qualification
PhD, The Ohio State University
Award Date: Jun 1 2011
Keywords
- QA76 Computer software
- stochastic modeling
- optimization
- causal inference
- machine reasoning
- reliability modeling
Fingerprint
Dive into the research topics where Diego Mandelli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Adaptation and Extension of a Margin-Based Approach for System-Level Health Assessment and Decision-Making
Zanotelli, M., Ifeanyi, A., Mandelli, D. & Coble, J., May 21 2026, (E-pub ahead of print) In: Nuclear Science and Engineering.Research output: Contribution to journal › Article › peer-review
Open Access -
Fusion of equipment reliability data through knowledge graphs
Wang, C., Mandelli, D., Godbole, C. M., Agarwal, V., Movassat, M., Mori, B., Liang, D., Nur, E., Birjandi, A., Lobo, B. & Jacome, N., Mar 2026, In: Reliability Engineering and System Safety. 267, 111785.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Build-to-Replace Strategy to Reduce Operations and Maintenance Costs for Advanced Reactors
Mandelli, D. & Sowder, A., Jul 31 2025, (E-pub ahead of print) In: Nuclear Technology. 212, 4, p. 850-869 20 p.Research output: Contribution to journal › Article › peer-review
-
Capturing Historic Reliability Performance Through Graph Databases: A Model-Based System Engineering Approach
Mandelli, D., Wang, C., Godbole, C. M., Agarwal, V., Movassat, M., Liang, D. & Nur, E., Jun 15 2025, Nuclear Plant Instrumentation and Control & Human-Machine Interface Technology (NPIC&HMIT 2025) .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Comparative Analysis of Online Fault Tree and Margin-Based Approaches for System-Level Health Assessment and Decision-Making
Zanotelli, M., Ifeanyi, A., Coble, J. B. & Mandelli, D., Jun 15 2025, Proceedings of Nuclear Plant Instrumentation and Control and Human-Machine Interface Technology, NPIC and HMIT 2025. American Nuclear Society, p. 1570-1579 10 p. (Proceedings of Nuclear Plant Instrumentation and Control and Human-Machine Interface Technology, NPIC and HMIT 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
-
2023 R&D 100 Award for RAVEN
Mandelli, D. (Recipient), Wang, C. (Recipient), Talbot, P. (Recipient), Cogliati, J. (Recipient), Abdo, M. (Recipient), McDowell, D. (Recipient), Yoshiura, R. (Recipient), Kinoshita, R. (Recipient), Rabiti, C. (Recipient), Alfonsi, A. (Recipient) & Garrett, D. (Recipient), 2023
Prize: Honorary award
Activities
- 1 Membership of network
-
American Nuclear Society (ANS) (External organization)
Marsden, K. (Member), Joe, J. (Member), Mandelli, D. (Member), Agarwal, V. (Member), Yoon, S.-J. (Member), Chichester, H. (Member), Youngblood, R. (Member), Urban-Klaehn, J. (Member), Spencer, B. (Member), Lambert, J. (Member), Eggers, S. (Member), Anselmi, T. (Member), Hunton, P. (Member), Christensen, J. (Member), Qin, S. (Member), Woods, M. (Member) & Taylor, C. (Member)
2017 → …Activity: Membership › Membership of network
Press/Media
-
Business news in brief
Stetson, C., Kinoshita, R., Talbot, P., Wang, C., Cogliati, J., Mandelli, D., Yoshiura, R., Abdo, M., Orme, C., Rohde, K., Jayasinghe, L., Foster, R., Haile, J., Carlson, R., Wilson, A. & McDowell, D.
09/5/23
1 item of Media coverage
Press/Media
-
Idaho Technologies Clinch Five R&D 100 Awards: Innovation and Excellence
Stetson, C., Kinoshita, R., Talbot, P., Wang, C., Cogliati, J., Mandelli, D., Yoshiura, R., Abdo, M., Orme, C., Rohde, K., Jayasinghe, L., Foster, R., Haile, J., Carlson, R., Wilson, A. & McDowell, D.
08/27/23
1 item of Media coverage
Press/Media
-
Idaho technologies earn five prestigious awards
Stetson, C., Kinoshita, R., Talbot, P., Wang, C., Cogliati, J., Mandelli, D., Yoshiura, R., Abdo, M., Orme, C., Rohde, K., Jayasinghe, L., Foster, R., Haile, J., Carlson, R., Wilson, A. & McDowell, D.
08/27/23
4 items of Media coverage
Press/Media
-
5 Idaho National Laboratory technologies win prestigious R&D 100 awards
Stetson, C., Kinoshita, R., Talbot, P., Wang, C., Cogliati, J., Mandelli, D., Yoshiura, R., Abdo, M., Orme, C., Rohde, K., Jayasinghe, L., Foster, R., Haile, J., Carlson, R., Wilson, A. & McDowell, D.
08/24/23
1 item of Media coverage
Press/Media
-
Idaho technologies clinch five R&D 100 Awards
Stetson, C., Kinoshita, R., Talbot, P., Wang, C., Cogliati, J., Mandelli, D., Yoshiura, R., Abdo, M., Orme, C., Rohde, K., Jayasinghe, L., Foster, R., Haile, J., Carlson, R., Wilson, A. & McDowell, D.
08/22/23
1 item of Media coverage
Press/Media