Personal profile
Biography
Dr. Mengnan Li is a computational scientist at Idaho National Laboratory, where she is a core developer of the MOOSE framework and work on the development and refinement of the MOOSE framework that powers diverse MOOSE-based applications (Bison, Griffin, SAM, etc.). She also works on multiphase flow modeling for molten salt reactors and she is leading the integration of large language models to accelerate complex multiphysics modeling and simulation under NEAMS program.
Her research expertise focuses on computational multiphase flow, reactive transport modeling for applications ranging from molten salt reactors to subsurface reservoirs. Her recent research interests includes leveraging artificial intelligence for engineering application to accelerate complex multiphysics modeling and simulation.
Before joining INL, she was a postdoctoral research associate at Oak Ridge National Laboratory, where she developed multi-species transport and surface deposition models of chemical vapor infiltration for additive manufacture application.
Mengnan Li holds a Ph.D. and master degree in nuclear engineering from North Carolina State University. She has published 20+ peer-reviewed journal papers and reports and has more 300 citations. She is an active contributor in open-source software community and developers of several popular open-source projects on Github.
Research Interests
Multiphase Flow, Bubble dynamics, Reactive transport modeling, Thermal hydraulic
Interface tracking method(e.g. level-set)
Large Language models
MOOSE
Education/Academic qualification
PhD, Nuclear Engineering, North Carolina State University
Aug 15 2014 → May 20 2019
Award Date: Jan 5 2019
Master, Nuclear Engineering , North Carolina State University
Aug 15 2014 → May 20 2016
Award Date: May 20 2016
Keywords
- Q Science (General)
- MOOSE
- Heat Transfer
- Multiphase flow
- Interface Tracking
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Collaborations and top research areas from the last five years
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4.0 MOOSE: Enabling massively parallel Multiphysics simulation
Harbour, L., Giudicelli, G., Lindsay, A. D., German, P., Hansel, J., Icenhour, C., Li, M., Miller, J. M., Stogner, R. H., Behne, P., Yankura, D., Prince, Z. M., DeChant, C., Schwen, D., Spencer, B. W., Tano, M., Choi, N., Wang, Y., Nezdyur, M. & Miao, Y. & 17 others, , Sep 2025, In: SoftwareX. 31, p. 102264 1 p.Research output: Contribution to journal › Article › peer-review
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Estimating mineral scaling and porosity alterations during the circulation test at Utah-FORGE site using reactive transport modeling
Kumar, R., Li, M., Munday, L. B., Simmons, S., Neupane, G., Smith, R., Colldeweih, R., McLing, T. & Podgorney, R., Feb 12 2025.Research output: Contribution to conference › Paper
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Modeling Microwave-Enhanced Chemical Vapor Infiltration Process for Preventing Premature Pore Closure
Ge, W., Ramanuj, V., Li, M., Sankaran, R., She, Y. & Dardas, Z., Apr 1 2025, In: ASME Journal of Heat and Mass Transfer. 147, 4, 042201.Research output: Contribution to journal › Article › peer-review
Open Access -
Reflections on the role of MOOSE in Pursuing a Golden Era of American Energy Innovation
Giudicelli, G. L., Behne, P. A., Icenhour, C. T., Li, M., Hansel, J., Miller, J. & Lindsay, A. D., Jun 2025, In: Transactions of the American Nuclear Society. 132, 1, p. 447-450 4 p.Research output: Contribution to journal › Conference article › peer-review
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Reflections on the role of MOOSE in unleashing a golden era of American Energy Innovation
Giudicelli, G., Behne, P., Icenhour, C., Li, M., Hansel, J., Miller, J. M. & Lindsay, A., Jun 18 2025.Research output: Contribution to conference › Paper › peer-review
Activities
- 1 Membership of network
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American Nuclear Society (ANS) (External organization)
Li, M. (Member)
2025 → …Activity: Membership › Membership of network