Overview
Education/Academic qualification
Math-Mathematics, Doctorate Degree
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Dive into the research topics where Minglei Yang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Generative AI models for learning flow maps of stochastic dynamical systems in bounded domains
Yang, M., Liu, Y., Del-Castillo-Negrete, D., Cao, Y. & Zhang, G., Jan 1 2026, In: Journal of Computational Physics. 544, 114434.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Validation of the GFS model for gyrokinetic stability of NSTX pedestal data
Yang, M., Parisi, J. F., Tzanis, M. S. A. & Staebler, G. M., Feb 23 2026, In: Physics of Plasmas. 33, 2, 022507.Research output: Contribution to journal › Article › peer-review
Open Access -
CONDITIONAL PSEUDO-REVERSIBLE NORMALIZING FLOW FOR SURROGATE MODELING IN QUANTIFYING UNCERTAINTY PROPAGATION
Yang, M., Wang, P., Fan, M., Lu, D., Cao, Y. & Zhang, G., 2025, In: Journal of Machine Learning for Modeling and Computing. 6, 4, p. 1-28 28 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A normalizing flow surrogate model to accelerate particle-based computations with applications to runaway electrons and chaotic transport
del-Castillo-Negrete, D., Yang, M. & Zhang, G., 2024, 50th EPS Conference on Plasma Physics, EPS 2024. Kirk, J. & Volpe, L. (eds.). European Physical Society (EPS), (50th EPS Conference on Plasma Physics, EPS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A PSEUDOREVERSIBLE NORMALIZING FLOW FOR STOCHASTIC DYNAMICAL SYSTEMS WITH VARIOUS INITIAL DISTRIBUTIONS
Yang, M., Wang, P., Del-Castillo-Negrete, D., Cao, Y. & Zhang, G., 2024, In: SIAM Journal on Scientific Computing. 46, 4, p. C508-C533Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations