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Mikkel Bue Lykkegaard
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Accelerating uncertainty quantification of groundwater flow modelling using a deep neural network proxy
MB Lykkegaard, TJ Dodwell, D Moxey
Computer Methods in Applied Mechanics and Engineering 383, 113895, 2021
262021
Multilevel delayed acceptance MCMC
MB Lykkegaard, TJ Dodwell, C Fox, G Mingas, R Scheichl
SIAM/ASA Journal on Uncertainty Quantification 11 (1), 1-30, 2023
172023
The human factor: Weather bias in manual lake water quality monitoring
JM Rand, MO Nanko, MB Lykkegaard, D Wain, W King, LD Bryant, ...
Limnology and Oceanography: Methods 20 (5), 288-303, 2022
102022
Gaussian process regression models for the properties of micro-tearing modes in spherical tokamaks
WA Hornsby, A Gray, J Buchanan, BS Patel, D Kennedy, FJ Casson, ...
Physics of Plasmas 31 (1), 2024
92024
Multilevel delayed acceptance MCMC with an adaptive error model in PyMC3
MB Lykkegaard, G Mingas, R Scheichl, C Fox, TJ Dodwell
arXiv preprint arXiv:2012.05668, 2020
92020
Where to drill next? A dual-weighted approach to adaptive optimal design of groundwater surveys
MB Lykkegaard, TJ Dodwell
Advances in Water Resources 164, 104219, 2022
52022
Lowering the entry bar to HPC-scale uncertainty quantification
L Seelinger, A Reinarz, J Benezech, MB Lykkegaard, L Tamellini, ...
arXiv preprint arXiv:2304.14087, 2023
32023
Democratizing Uncertainty Quantification
L Seelinger, A Reinarz, MB Lykkegaard, R Akers, AMA Alghamdi, ...
Journal of Computational Physics, 113542, 2024
12024
Posterior exploration for computationally intensive forward models
MB Lykkegaard, C Fox, D Higdon, CS Reese, JD Moulton
arXiv preprint arXiv:2405.00397, 2024
2024
Gaussian process surrogate models for the properties of micro-tearing modes in spherical tokamaks
W Hornsby, A Gray, J Buchanan, D Kenndy, B Patel, F Casson, C Roach, ...
arXiv preprint arXiv:2403.13006, 2024
2024
Markov Chain Monte Carlo on Matrix Manifolds for Probabilistic Model Order Reduction
A Vizzaccaro, MB Likkeggard, T Dodwell
IMAC, A Conference and Exposition on Structural Dynamics, 93-95, 2024
2024
DaFT: DerivAtive-Free Thinning
N Papadimas, M Lykkegaard, T Dodwell
2022
Multilevel Delayed Acceptance MCMC with Applications to Hydrogeological Inverse Problems
MB Lykkegaard
University of Exeter, 2022
2022
Improving Electrocatalytic OER Activity of Perovskites Through Insertion of Ternary B-Site Metals
M Jones, C Lyu, D Trudgeon, J Corbin, I Nawrocka, Z Zhang, ...
Available at SSRN 4942168, 0
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Articles 1–14