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Minglei Yang
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A Feynman-Kac based numerical method for the exit time probability of a class of transport problems
M Yang, G Zhang, D del-Castillo-Negrete, M Stoyanov
Journal of Computational Physics 444, 110564, 2021
52021
A sparse-grid probabilistic scheme for approximation of the runaway probability of electrons in fusion tokamak simulation
M Yang, G Zhang, D del-Castillo-Negrete, M Stoyanov, M Beidler
Sparse Grids and Applications-Munich 2018, 245-264, 2021
32021
A probabilistic scheme for semilinear nonlocal diffusion equations with volume constraints
M Yang, G Zhang, D Del-Castillo-Negrete, Y Cao
SIAM Journal on Numerical Analysis 61 (6), 2718-2743, 2023
22023
Generation and mitigation of runaway electrons: spatio-temporal effects in dynamic scenarios
D Del-Castillo-Negrete, M Yang, M Beidler, G Zhang
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2021
22021
A pseudo-reversible normalizing flow for stochastic dynamical systems with various initial distributions
M Yang, P Wang, D del-Castillo-Negrete, Y Cao, G Zhang
arXiv preprint arXiv:2306.05580, 2023
12023
Off-axis runaway-electron seed formation, growth and suppression
LF Delgado-Aparicio, D Del-Castillo-Negrete, NC Hurst, P VanMeter, ...
arXiv preprint arXiv:2204.05353, 2022
12022
Conditional Pseudo-Reversible Normalizing Flow for Surrogate Modeling in Quantifying Uncertainty Propagation
M Yang, P Wang, M Fan, D Lu, Y Cao, G Zhang
arXiv preprint arXiv:2404.00502, 2024
2024
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation
Y Liu, M Yang, Z Zhang, F Bao, Y Cao, G Zhang
Journal of Machine Learning for Modeling and Computing 5 (1), 2024
2024
Modeling of runaway electrons dissipation with high-Z impurities in DIII-D post-disruption plateau regimes
M Yang, D Del-Castillo-Negrete, M Beidler, E Hollmann, L Baylor
APS Division of Plasma Physics Meeting Abstracts 2023, BP11. 121, 2023
2023
A machine learning normalizing flow method to accelerate plasma kinetic simulations
D Del-Castillo-Negrete, G Zhang, M Yang
APS Division of Plasma Physics Meeting Abstracts 2023, UP11. 097, 2023
2023
A divergence-free constrained magnetic field interpolation method for scattered data
M Yang, D del-Castillo-Negrete, G Zhang, M Beidler
Physics of Plasmas 30, 033901, 2023
2023
A divergence-free global least-squares approximation method for magnetic field interpolation
M Yang, D Del-Castillo-Negrete, M Beidler, G Zhang
APS Division of Plasma Physics Meeting Abstracts 2022, JP11. 010, 2022
2022
A probabilistic approach for the computation of local and nonlocal transport
D Del-Castillo-Negrete, M Yang, G Zhang
APS Division of Plasma Physics Meeting Abstracts 2022, DI02. 003, 2022
2022
Runaway electron x-ray emission during the startup of MST tokamak plasmas
C Johnson, L Delgado-Aparicio, A Houser, N Hurst, P Vanmeter, ...
APS Division of Plasma Physics Meeting Abstracts 2022, BP11. 050, 2022
2022
A probabilistic approach for the computation of confinement and exit-time in local and non-local plasma transport problems
M Yang, D Del-Castillo-Negrete, G Zhang
APS Division of Plasma Physics Meeting Abstracts 2021, UP11. 054, 2021
2021
Modeling and simulation of runaway electrons: spatiotemporal effects in dynamic scenarios
D Del-Castillo-Negrete, G Zhang, M Beidler, M Yang, LR Baylor, D Shiraki, ...
2020
Probabilistic schemes for semi-linear nonlocal diffusion equations with application in predicting runaway electron dynamics
M Yang
Auburn University, 2019
2019
Training-Free Diffusion Models for Supervised Learning of Generative Models in Density Estimation
G Zhang, Y Liu, M Yang, Z Zhang, F Bao, Y Cao
2024 Spring Southeastern Sectional Meeting, 0
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