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Claire E. Heaney

Observed names: C Heaney, C. E. Heaney, C. Heaney, C.E. Heaney, Claire E. Heaney, Claire Heaney, Heaney, C. E., Heaney, Claire, Heaney, Claire E, Heaney, Claire E.
ORCID: 0000-0002-6555-1423
Observed ORCID: 0000-0002-6555-1423
OpenAlex ID: A5065979869
A reduced order model for turbulent flows in the urban environment using machine learning
2018 · D. Xiao, C.E. Heaney, et al. · Building and Environment · 156
Data Learning: Integrating Data Assimilation and Machine Learning
2021 · Caterina Buizza, César Quilodrán Casas, et al. · Journal of Computational Science · 142
A domain decomposition non-intrusive reduced order model for turbulent flows
2019 · D. Xiao, C.E. Heaney, et al. · Computers & Fluids · 76
An autoencoder‐based reduced‐order model for eigenvalue problems with application to neutron diffusion
2021 · Toby R. F. Phillips, Claire E. Heaney, et al. · International Journal for Numerical Methods in Engineering · 71
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic
2021 · César Quilodrán-Casas, Vinicius L.S. Silva, et al. · Neurocomputing · 63
A domain decomposition method for the non-intrusive reduced order modelling of fluid flow
2019 · D. Xiao, F. Fang, et al. · Computer Methods in Applied Mechanics and Engineering · 62
An AI-based non-intrusive reduced-order model for extended domains applied to multiphase flow in pipes
2022 · Claire E. Heaney, Zef Wolffs, et al. · Physics of Fluids · 53
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Machine learning and physics-driven modelling and simulation of multiphase systems
2024 · Nausheen Basha, Rossella Arcucci, et al. · International Journal of Multiphase Flow · 44
On error control in the element-free Galerkin method
2011 · Xiaoying Zhuang, Claire Heaney, et al. · Engineering Analysis with Boundary Elements · 43
On stability, convergence and accuracy of bES-FEM and bFS-FEM for nearly incompressible elasticity
2014 · Thanh Hai Ong, Claire E. Heaney, et al. · Computer Methods in Applied Mechanics and Engineering · 39
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Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves
2024 · Claire E. Heaney, Yuling Li, et al. · Neural Networks · 31
Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology
2022 · Vinicius L. S. Silva, Claire E. Heaney, et al. · Journal of Scientific Computing · 26
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Solving the discretised neutron diffusion equations using neural networks
2023 · Toby R.F. Phillips, Claire E. Heaney, et al. · International Journal for Numerical Methods in Engineering · 24
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Observations on Mohr-Coulomb Plasticity under Plane Strain
2012 · W. M. Coombs, R. S. Crouch, et al. · Journal of Engineering Mechanics · 24
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Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations
2024 · Linfeng Li, Jiansheng Xiang, et al. · Neural Networks · 22
Solving the discretised multiphase flow equations with interface capturing on structured grids using machine learning libraries
2024 · Boyang Chen, Claire E. Heaney, et al. · Computer Methods in Applied Mechanics and Engineering · 22
Reduced-Order Modelling Applied to the Multigroup Neutron Diffusion Equation Using a Nonlinear Interpolation Method for Control-Rod Movement
2021 · Claire E. Heaney, Andrew G. Buchan, et al. · Energies · 19
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Enhancing high-fidelity nonlinear solver with reduced order model
2022 · Teeratorn Kadeethum, Daniel O’Malley, et al. · Scientific Reports · 16
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Extending the Capabilities of Data-Driven Reduced-Order Models to Make Predictions for Unseen Scenarios: Applied to Flow Around Buildings
2022 · Claire E. Heaney, Xiangqi Liu, et al. · Frontiers in Physics · 16
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A discrete element solution method embedded within a Neural Network
2024 · Sadjad Naderi, Boyang Chen, et al. · Powder Technology · 15
Conditioning surface-based geological models to well data using artificial neural networks
2021 · Zainab Titus, Claire Heaney, et al. · Computational Geosciences · 13
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Neural physics: Using AI libraries to develop physics-based solvers for incompressible computational fluid dynamics
2026 · Boyang Chen, Claire E. Heaney, et al. · Computers & Fluids · 12
Solving the discretised shallow water equations using neural networks
2025 · Boyang Chen, Amin Nadimy, et al. · Advances in Water Resources · 12
Data assimilation with machine learning for dynamical systems: Modelling indoor ventilation
2024 · Claire E. Heaney, Jieyi Tang, et al. · Physica A Statistical Mechanics and its Applications · 11
A novel approach to optimising well trajectory in heterogeneous reservoirs based on the fast-marching method
2021 · Zehao Lyu, Qinghua Lei, et al. · Journal of Natural Gas Science and Engineering · 11
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Works count: 71
Citation count: 1,131
H-index: 17
I10-index: 26
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