Claire E. Heaney
Orcid: 0000-0002-6555-1423
According to our database1,
Claire E. Heaney
authored at least 19 papers
between 2018 and 2024.
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Bibliography
2024
Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves.
Neural Networks, 2024
Generative model-based framework for parameter estimation and uncertainty quantification applied to a compartmental model in epidemiology.
J. Comput. Sci., 2024
Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions.
CoRR, 2024
Solving the Discretised Multiphase Flow Equations with Interface Capturing on Structured Grids Using Machine Learning Libraries.
CoRR, 2024
2023
Correction to: Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology.
J. Sci. Comput., May, 2023
Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology.
J. Sci. Comput., 2023
Solving the Discretised Boltzmann Transport Equations using Neural Networks: Applications in Neutron Transport.
CoRR, 2023
CoRR, 2023
2022
J. Comput. Sci., 2022
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic.
Neurocomputing, 2022
An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes.
CoRR, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
2021
CoRR, 2021
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19.
CoRR, 2021
Prediction of multiphase flows with sharp interfaces using anisotropic mesh optimisation.
Adv. Eng. Softw., 2021
2020
An autoencoder-based reduced-order model for eigenvalue problems with application to neutron diffusion.
CoRR, 2020
2018
CoRR, 2018