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 | 26 | 2021 |
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 | 17 | 2023 |
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 | 10 | 2022 |
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 | 9 | 2024 |
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 | 9 | 2020 |
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 | 5 | 2022 |
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 | 3 | 2023 |
Democratizing Uncertainty Quantification L Seelinger, A Reinarz, MB Lykkegaard, R Akers, AMA Alghamdi, ... Journal of Computational Physics, 113542, 2024 | 1 | 2024 |
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 | | |