| 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 | 108 | 2019 |
| 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 | 66 | 2022 |
| 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 | 59 | 2019 |
| 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 | 55 | 2012 |
| 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 | 53 | 2021 |
| 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 | 46 | 2015 |
| 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 | 42 | 2019 |
| 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 | 37 | 2021 |
| 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 | 29 | 2022 |
| Observations on Mohr-Coulomb plasticity under plane strain WM Coombs, RS Crouch, CE Heaney Journal of engineering mechanics 139 (9), 1218-1228, 2013 | 25 | 2013 |
| Modelling elasto-plasticity using the hybrid MLPG method CE Heaney, CE Augarde, AJ Deeks Computer modeling in engineering & sciences: CMES. 56 (2), 2010 | 16 | 2010 |
| 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 | 15 | 2021 |
| 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 | 14 | 2021 |
| 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 | 13 | 2024 |
| 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 | 13 | 2021 |
| 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 | 11 | 2022 |
| The use of meshless methods in geotechnics C Augarde, C Heaney Computational Geomechanics: COMGEO I: Proceedings of the 1st International …, 2009 | 11 | 2009 |
| 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 | 10 | 2022 |
| 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 | 7 | 2021 |
| 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 | 6 | 2023 |
christopher painHead of AMCG, Imperial College LondonVerified email at ic.ac.uk
