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Ming Tse Paul Laiu
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Year
A DG-IMEX method for two-moment neutrino transport: Nonlinear solvers for neutrino–matter coupling
MP Laiu, E Endeve, R Chu, JA Harris, OEB Messer
The Astrophysical Journal Supplement Series 253 (2), 52, 2021
232021
Positive Filtered P Moment Closures for Linear Kinetic Equations
MP Laiu, CD Hauck, RG McClarren, DP O'Leary, AL Tits
SIAM Journal on Numerical Analysis 54 (6), 3214-3238, 2016
222016
Artificial intelligence design of nuclear systems empowered by advanced manufacturing
V Sobes, B Hiscox, E Popov, M Delchini, R Archibald, C Hauck, P Laiu, ...
EPJ Web of Conferences 247, 06032, 2021
152021
A positive asymptotic-preserving scheme for linear kinetic transport equations
MP Laiu, M Frank, CD Hauck
SIAM Journal on Scientific Computing 41 (3), A1500-A1526, 2019
132019
Exascale models of stellar explosions: Quintessential multi-physics simulation
JA Harris, R Chu, SM Couch, A Dubey, E Endeve, A Georgiadou, R Jain, ...
The International Journal of High Performance Computing Applications 36 (1 …, 2022
102022
Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy
JD Lore, S De Pascuale, P Laiu, B Russo, JS Park, JM Park, SL Brunton, ...
Nuclear Fusion 63 (4), 046015, 2023
92023
Data-driven, structure-preserving approximations to entropy-based moment closures for kinetic equations
WA Porteous, MP Laiu, CD Hauck
https://dx.doi.org/10.4310/CMS.2023.v21.n4.a1, 2021
92021
A constraint-reduced MPC algorithm for convex quadratic programming, with a modified active set identification scheme
MP Laiu, AL Tits
Computational Optimization and Applications 72 (3), 727-768, 2019
92019
Positivity limiters for filtered spectral approximations of linear kinetic transport equations
MP Laiu, CD Hauck
Journal of Scientific Computing 78, 918-950, 2019
92019
A fast implicit solver for semiconductor models in one space dimension
MP Laiu, Z Chen, CD Hauck
Journal of Computational Physics 417, 109567, 2020
62020
thornado-transport: Anderson-and GPU-accelerated nonlinear solvers for neutrino-matter coupling1
MP Laiu, JA Harris, R Chu, E Endeve
Journal of Physics: Conference Series 1623 (1), 012013, 2020
62020
Convergence of weak-SINDy surrogate models
B Russo, MP Laiu
arXiv preprint arXiv:2209.15573, 2022
52022
In situ compression artifact removal in scientific data using deep transfer learning and experience replay
S Madireddy, JH Park, S Lee, P Balaprakash, S Yoo, W Liao, CD Hauck, ...
Machine Learning: Science and Technology 2 (2), 025010, 2020
52020
Positive filtered PN method for linear transport equations and the associated optimization algorithm
MTP Laiu
University of Maryland, College Park, 2016
52016
Model predictive control of boundary plasmas using reduced models derived from SOLPS-ITER
J Lore, S De Pascuale, P Laiu, B Phathanapirom, S Brunton, J Canik, ...
APS Division of Plasma Physics Meeting Abstracts 2021, NM09. 002, 2021
42021
Analysis of a new implicit solver for a semiconductor model
VP DeCaria, CD Hauck, MTP Laiu
SIAM Journal on Scientific Computing 43 (3), B733-B758, 2021
42021
Artificial Intelligence Design of Nuclear Systems
V Sobes, B Hiscox, EL Popov, M Delchini, R Archibald, C Hauck, P Laiu, ...
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2019
42019
A neural network approach to predict gibbs free energy of ternary solid solutions
P Laiu, Y Yang, M Lupo Pasini, JY Choi, D Shin
Journal of Phase Equilibria and Diffusion 43 (6), 916-930, 2022
22022
Parallel Simulated Annealing with Embedded Machine Learning and Multifidelity Models for Reactor Core Design
W Gurecky, B Collins, P Laiu, T Pandya, D Kropaczek, Q Huhn
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2022
22022
Streaming compression of scientific data via weak-sindy
BP Russo, MP Laiu, R Archibald
arXiv preprint arXiv:2308.14962, 2023
12023
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Articles 1–20