Personal profile
Biography
Dr. Humberto Garcia is a Directorate Fellow and Senior Technical Advisor at Idaho National Laboratory, currently with the Systems Science and Engineering division. His work revolves around intelligent monitoring, control and supervision problems for complex systems (incl. advanced energy systems, critical infrastructures and low-carbon-centered energy grids, as well as national security and nuclear non-proliferation applications). Particular research efforts pertain to secure embedded intelligence (SEI) including the secure use of computational intelligence and systems theories including control, data analytics, and optimization methods in estimating the state of complex systems, understanding its conditions (incl. health and risk), and taking informed and proactive predictive decisions related to their reliable, efficient, safe, sustainable, and resilient operations. His research work at INL has been supported by multiple sponsors including U.S. Department of Energy (DOE) Advanced Research Projects Agency–Energy (ARPA-E), DOE Solar Energy Technology Office (SETO), DOE Office of Electricity (OE), DOE Office of Nuclear Energy (NE), DOE Office of Environmental Management (EM), National Nuclear Security Administration (NNSA), and several offices within U.S. Department of Defense (DoD) including the Defense Threat Reduction Agency (DTRA) and U.S. Army Communications-Electronics Research, Development and Engineering Center (CERDEC).
Research Interests
Systems theories and applications as applied to diverse fundamental domains including: instrumentation, monitoring, control, supervision, computational intelligence, agile optimization; secure embedded intelligence (SEI), integrated state awareness (ISA), and autonomy; predictive controls and maintenance; cyber/physical security and resiliency of cyber-physical systems (CPS); multi-fidelity, multi-scale digital twins; risk-informed system-centric engineering; data analytics; smart systems, structures, and components; hybrid energy systems; O&M analysis, improvement, and automation; advanced manufacturing; mission-driven operations and survivability; sensor and interdiction networks; nuclear non-/counter-proliferation; Hardware-in-the-Loop (HiL), and at-scale integrated demonstrations.
Education/Academic qualification
PhD, Pennsylvania State University
Master, Pennsylvania State University
Master, Universidad de Carabobo
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Collaborations and top research areas from the last five years
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A digital twin framework for generation-IV reactors with reinforcement learning-enabled health-aware supervisory control
Lim, J. Y., Pylorof, D., Garcia, H. E. & Duraisamy, K., Feb 2026, In: Progress in Nuclear Energy. 192, p. 106105Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Unified system intelligence: Learning energy strategies for optimizing operations, maintenance, and market outcomes
Pylorof, D. & Garcia, H. E., Jan 1 2026, In: Applied Energy. 402, 126906.Research output: Contribution to journal › Article › peer-review
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A digital twin framework for Generation-IV reactors with reinforcement learning-enabled health-aware supervisory control
Lim, J., Pylorof, D., Garcia, H. E. & Duraisamy, K., Jun 9 2025.Research output: Working paper › Preprint
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Resilient information and inference networks under mixed-trust sensing
Garcia, H. E., Pylorof, D. & Lin, W. C., Oct 2025, In: Information Sciences. 716, 122256.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Modeling, analysis, and optimization of complex nuclear processes and facilities via computational methods: The HALEU process case study
Garcia, H. E., Patterson, M. N. & Carlson, R. B., Feb 2024, In: Progress in Nuclear Energy. 167, 104993.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Prizes
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2023 Hispanic Engineer National Achievement Awards Corporation (HENAAC) Award Winners
Garcia, H. (Recipient), 2023
Prize: Honorary award
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IEEE Region 6 Director's Special Award: Resilient Cyber-Physical Systems
Garcia, H. (Recipient), 2014
Prize: Honorary award
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Best Symposium Paper Award at IEEE 4th Int. Sym. on Resilient Control Systems
Garcia, H. (Recipient), 2012
Prize: Honorary award
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American Nuclear Society (ANS) (External organization)
Garcia, H. (Chair)
2023 → …Activity: Membership › Membership of network
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Secure Embedded Intelligence: autonomy for energy, security, and beyond
Garcia, H. (Invited speaker)
Aug 9 2023Activity: Talk or presentation › Invited talk
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Tau Beta Pi Honor Society (External organization)
Garcia, H. (Member)
2023 → …Activity: Membership › Membership of network
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Distributed resilient monitoring, control, and optimization under misinformation and adversarial attacks
Humberto Garcia (Invited speaker) & Dimitrios Pylorof (Invited speaker)
Jun 8 2023 → Jun 9 2023Activity: Talk or presentation › Invited talk
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Institute of Nuclear Material Management (INMM) (External organization)
Garcia, H. (Chair)
2023 → …Activity: Membership › Membership of network
Press/Media
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Great Minds in STEM Announces the Class of 2023 Professional Honorees Class of 2023 Professional Honorees
08/11/23
1 Media contribution
Press/Media