Research output per year
Research output per year
Personal profile
Biography
Dr. Diego Mandelli is an R&D Scientist in the “Reliability, Risk and Resilience Sciences” Department at the Idaho National Laboratory (INL). His areas of expertise include risk, reliability, and system health management. His research focuses on the development of probabilistic 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 stochastic system optimization. His developed methods range from data pre-processing, system modeling, system analysis, data mining/visualization, and decision making.
URL
www.diegomandelli.com
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
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- 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
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A Causal Approach to Model Validation and Calibration
Mandelli, D., Gonzales, R., Wang, C., Abdo, M., Welker, Z., Balestra, P., Qin, S. & Petrov, V., Feb 5 2024, ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE). American Society of Mechanical Engineers (ASME), V007T08A082. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 7).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Knowledge Graph Approach to Analyze Systems and Assets Health
Mandelli, D., Wang, C., Cogliati, J., Agarwal, V. & Godbole, C. M., Jun 19 2024, 2024 International Congress on Advances in Nuclear Power Plants (ICAPP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Build-To-Replace Strategy to Reduce the O&M Costs of Advanced Reactors
Mandelli, D. & Sowder, A., Jun 19 2024, 2024 International Congress on Advances in Nuclear Power Plants (ICAPP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Causal Inference: A Bridge Between Simulation Models and Observed Phenomena
Mandelli, D., 2024.Research output: Contribution to conference › Presentation
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Condition-Based Maintenance of a Circulating Water System of a Canadian Nuclear Power Plant using Machine-Learning and Statistical Tools
Godbole, C. M., Wang, C., Agarwal, V., Mandelli, D., Movassat, M., Mori, B., Nur, E., Birjandi, A., Lobo, B. & Jacome, N. M., Oct 11 2024.Research output: Contribution to conference › Paper › peer-review
Prizes
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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
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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
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Business news in brief
Wilson, A., 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.
09/5/23
1 item of Media coverage
Press/Media
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Idaho technologies earn five prestigious awards
Wilson, A., 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.
08/27/23
1 item of Media coverage
Press/Media
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Idaho Technologies Clinch Five R&D 100 Awards: Innovation and Excellence
Wilson, A., 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.
08/27/23
1 item of Media coverage
Press/Media
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5 Idaho National Laboratory technologies win prestigious R&D 100 awards
Wilson, A., 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.
08/24/23
1 item of Media coverage
Press/Media
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Idaho technologies clinch five R&D 100 Awards
Wilson, A., 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.
08/22/23
1 item of Media coverage
Press/Media