Підписатись
Claire Heaney
Claire Heaney
Schmidt Research Fellow at Imperial-X and Earth Science & Engineering, Imperial College London
Підтверджена електронна адреса в imperial.ac.uk - Домашня сторінка
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Посилання
Посилання
Рік
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
1332019
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
972022
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
742019
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
662021
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
562012
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
532021
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
512019
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
472015
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
352022
Observations on Mohr-Coulomb plasticity under plane strain
WM Coombs, RS Crouch, CE Heaney
Journal of engineering mechanics 139 (9), 1218-1228, 2013
252013
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
21*2024
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
192022
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
192021
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
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
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
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
142023
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
142022
Multi-Output Regression with Generative Adversarial Networks (MOR-GANs)
TRF Phillips, CE Heaney, E Benmoufok, Q Li, L Hua, AE Porter, KF Chung, ...
Applied Sciences 12 (18), 9209, 2022
132022
The use of meshless methods in geotechnics
C Augarde, C Heaney
Computational Geomechanics: COMGEO I: Proceedings of the 1st International …, 2009
122009
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