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Claire Heaney
Claire Heaney
Schmidt Research Fellow at Imperial-X and Earth Science & Engineering, Imperial College London
在 imperial.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A reduced order model for turbulent flows in the urban environment using machine learning
D Xiao, CE Heaney, L Mottet, F Fang, W Lin, IM Navon, Y Guo, OK Matar, ...
Building and Environment 148, 323-337, 2019
1102019
Data Learning: Integrating Data Assimilation and Machine Learning
C Buizza, CQ Casas, P Nadler, J Mack, S Marrone, Z Titus, C Le Cornec, ...
Journal of Computational Science 58, 101525, 2022
762022
A domain decomposition non-intrusive reduced order model for turbulent flows
D Xiao, CE Heaney, F Fang, L Mottet, R Hu, DA Bistrian, E Aristodemou, ...
Computers & Fluids 182, 15-27, 2019
612019
On error control in the element-free Galerkin method
X Zhuang, C Heaney, C Augarde
Engineering Analysis with Boundary Elements 36 (3), 351-360, 2012
552012
An autoencoder‐based reduced‐order model for eigenvalue problems with application to neutron diffusion
TRF Phillips, CE Heaney, PN Smith, CC Pain
International Journal for Numerical Methods in Engineering 122 (15), 3780-3811, 2021
542021
On stability, convergence and accuracy of bES-FEM and bFS-FEM for nearly incompressible elasticity
TH Ong, CE Heaney, CK Lee, GR Liu, H Nguyen-Xuan
Computer Methods in Applied Mechanics and Engineering 285, 315-345, 2015
462015
A domain decomposition method for the non-intrusive reduced order modelling of fluid flow
D Xiao, F Fang, CE Heaney, IM Navon, CC Pain
Computer Methods in Applied Mechanics and Engineering 354, 307-330, 2019
442019
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic
C Quilodrán-Casas, VLS Silva, R Arcucci, CE Heaney, YK Guo
Neurocomputing 470, 11-28, 2021
382021
An AI-based non-intrusive reduced-order model for extended domains applied to multiphase flow in pipes
CE Heaney, Z Wolffs, JA Tómasson, L Kahouadji, P Salinas, A Nicolle, ...
Physics of Fluids 34 (5), 055111, 2022
292022
Observations on Mohr-Coulomb plasticity under plane strain
WM Coombs, RS Crouch, CE Heaney
Journal of engineering mechanics 139 (9), 1218-1228, 2013
252013
A novel approach to optimising well trajectory in heterogeneous reservoirs based on the fast-marching method
Z Lyu, Q Lei, L Yang, C Heaney, X Song, P Salinas, M Jackson, G Li, ...
Journal of Natural Gas Science and Engineering 88, 103853, 2021
162021
Modelling elasto-plasticity using the hybrid MLPG method
CE Heaney, CE Augarde, AJ Deeks
Computer modeling in engineering & sciences: CMES. 56 (2), 2010
162010
Enhancing high-fidelity nonlinear solver with reduced order model
T Kadeethum, D O’malley, F Ballarin, I Ang, JN Fuhg, N Bouklas, ...
Scientific Reports 12 (1), 20229, 2022
152022
Reduced-Order Modelling with Domain Decomposition Applied to Multi-Group Neutron Transport
TRF Phillips, CE Heaney, BS Tollit, PN Smith, CC Pain
Energies 14 (5), 1369, 2021
142021
Reduced-order modelling applied to the multigroup neutron diffusion equation using a nonlinear interpolation method for control-rod movement
CE Heaney, AG Buchan, CC Pain, S Jewer
Energies 14 (5), 1350, 2021
142021
Applying convolutional neural networks to data on unstructured meshes with space-filling curves
CE Heaney, Y Li, OK Matar, CC Pain
Neural Networks 175, 106198, 2024
132024
The use of meshless methods in geotechnics
C Augarde, C Heaney
Computational Geomechanics: COMGEO I: Proceedings of the 1st International …, 2009
122009
Conditioning surface-based geological models to well data using artificial neural networks
Z Titus, C Heaney, C Jacquemyn, P Salinas, MD Jackson, C Pain
Computational Geosciences 26 (4), 779-802, 2022
112022
Solving the discretised neutron diffusion equations using neural networks
TRF Phillips, CE Heaney, B Chen, AG Buchan, CC Pain
International Journal for Numerical Methods in Engineering 124 (21), 4659-4686, 2023
72023
Prediction of multiphase flows with sharp interfaces using anisotropic mesh optimisation
A Obeysekara, P Salinas, CE Heaney, L Kahouadji, L Via-Estrem, J Xiang, ...
Advances in Engineering Software 160, 103044, 2021
72021
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