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Matthew Reynolds
Matthew Reynolds
Applied Mathematics Researcher, NREL
Verified email at nrel.gov
Title
Cited by
Cited by
Year
On transfer learning of neural networks using bi-fidelity data for uncertainty propagation
S De, J Britton, M Reynolds, R Skinner, K Jansen, A Doostan
International Journal for Uncertainty Quantification 10 (6), 2020
652020
Randomized alternating least squares for canonical tensor decompositions: Application to a PDE with random data
MJ Reynolds, A Doostan, G Beylkin
SIAM Journal on Scientific Computing 38 (5), A2634-A2664, 2016
462016
End-use load profiles for the US building stock: Methodology and results of model calibration, validation, and uncertainty quantification
EJH Wilson, A Parker, A Fontanini, E Present, JL Reyna, R Adhikari, ...
National Renewable Energy Lab.(NREL), Golden, CO (United States), 2022
412022
Bi-fidelity modeling of uncertain and partially unknown systems using deeponets
S De, M Reynolds, M Hassanaly, RN King, A Doostan
arXiv preprint arXiv:2204.00997, 2022
302022
High-resolution hourly surrogate modeling framework for physics-based large-scale building stock modeling
L Zhang, S Plathottam, J Reyna, N Merket, K Sayers, X Yang, M Reynolds, ...
Sustainable Cities and Society 75, 103292, 2021
142021
End-use load profiles for the US building stock
E Wilson, A Parker, A Fontanini, E Present, J Reyna, R Adhikari, ...
DOE Open Energy Data Initiative (OEDI); National Renewable Energy Laboratory …, 2021
122021
Use of traveling wave signatures in medium-voltage distribution systems for fault detection and location
K Prabakar, A Singh, M Reynolds, M Lunacek, L Monzon, YN Velaga, ...
National Renewable Energy Lab.(NREL), Golden, CO (United States), 2021
122021
Scenario creation and power-conditioning strategies for operating power grids with two-stage stochastic economic dispatch
M Reynolds, I Satkauskas, J Maack, D Sigler, W Jones
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
122020
On generalized Gaussian quadratures for bandlimited exponentials
M Reynolds, G Beylkin, L Monzón
Applied and Computational Harmonic Analysis 34 (3), 352-365, 2013
112013
Curriculum-based reinforcement learning for distribution system critical load restoration
X Zhang, AT Eseye, B Knueven, W Liu, M Reynolds, W Jones
IEEE Transactions on Power Systems, 2022
102022
Optimization via separated representations and the canonical tensor decomposition
MJ Reynolds, G Beylkin, A Doostan
Journal of Computational Physics 348, 220-230, 2017
102017
Simulating impacts of extreme events on grids with high penetrations of wind power resources
I Satkauskas, J Maack, M Reynolds, D Sigler, K Panda, W Jones
2022 IEEE/PES Transmission and Distribution Conference and Exposition (T&D …, 2022
92022
A new inversion method for NMR signal processing
CE Yarman, L Monzón, M Reynolds, N Heaton
2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013
92013
Rational approximations for tomographic reconstructions
M Reynolds, G Beylkin, L Monzón
Inverse Problems 29 (6), 065020, 2013
72013
A data-driven multi-period importance sampling strategy for stochastic economic dispatch
K Panda, I Satkauskas, J Maack, D Sigler, M Reynolds, W Jones
2021 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2021
62021
Resilient operation of power distribution systems using MPC-based critical service restoration
AT Eseye, B Knueven, X Zhang, M Reynolds, W Jones
2021 IEEE Green Technologies Conference (GreenTech), 292-297, 2021
62021
A multi-function AAA algorithm applied to frequency dependent line modeling
L Monzón, W Johns, S Iyengar, M Reynolds, J Maack, K Prabakar
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
62020
Scalable transmission expansion under uncertainty using three-stage stochastic optimization
D Sigler, J Maack, I Satkauskas, M Reynolds, W Jones
2020 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2020
62020
Iterative Stability Enforcement in Adaptive Antoulas–Anderson Algorithms for Model Reduction
L Davis, W Johns, L Monzón, M Reynolds
SIAM Journal on Scientific Computing 45 (4), A1844-A1861, 2023
52023
Restoring critical loads in resilient distribution systems using a curriculum learned controller
X Zhang, AT Eseye, M Reynolds, B Knueven, W Jones
2021 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2021
42021
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Articles 1–20