Enhancing high-fidelity nonlinear solver with reduced order model
Kadeethum, Teeratorn, O’Malley, Daniel, Ballarin, Francesco, Ang, Ida, Fuhg, Jan N., Bouklas, Nikolaos, Silva, Vinicius L. S., Salinas, Pablo, Heaney, Claire E., Pain, Christopher C., Lee, Sanghyun, Viswanathan, Hari S., Yoon, Hongkyu
Published in Scientific reports (23.11.2022)
Published in Scientific reports (23.11.2022)
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Journal Article
Multi-Output Regression with Generative Adversarial Networks (MOR-GANs)
Phillips, Toby R. F., Heaney, Claire E., Benmoufok, Ellyess, Li, Qingyang, Hua, Lily, Porter, Alexandra E., Chung, Kian Fan, Pain, Christopher C.
Published in Applied sciences (01.09.2022)
Published in Applied sciences (01.09.2022)
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Journal Article
Reduced-Order Modelling with Domain Decomposition Applied to Multi-Group Neutron Transport
Phillips, Toby R. F., Heaney, Claire E., Tollit, Brendan S., Smith, Paul N., Pain, Christopher C.
Published in Energies (Basel) (01.03.2021)
Published in Energies (Basel) (01.03.2021)
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Journal Article
Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves
Heaney, Claire E., Li, Yuling, Matar, Omar K., Pain, Christopher C.
Published in Neural networks (01.07.2024)
Published in Neural networks (01.07.2024)
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Journal Article
Extending the Capabilities of Data-Driven Reduced-Order Models to Make Predictions for Unseen Scenarios: Applied to Flow Around Buildings
Heaney, Claire E., Liu, Xiangqi, Go, Hanna, Wolffs, Zef, Salinas, Pablo, Navon, Ionel M., Pain, Christopher C.
Published in Frontiers in physics (04.07.2022)
Published in Frontiers in physics (04.07.2022)
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Journal Article
A reduced order model for turbulent flows in the urban environment using machine learning
Xiao, D., Heaney, C.E., Mottet, L., Fang, F., Lin, W., Navon, I.M., Guo, Y., Matar, O.K., Robins, A.G., Pain, C.C.
Published in Building and environment (15.01.2019)
Published in Building and environment (15.01.2019)
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Evaluation of general nutrition knowledge in elite Australian athletes
Spendlove, Jessica K., Heaney, Susan E., Gifford, Janelle A., Prvan, Tania, Denyer, Gareth S., O'Connor, Helen T.
Published in British journal of nutrition (28.06.2012)
Published in British journal of nutrition (28.06.2012)
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A domain decomposition method for the non-intrusive reduced order modelling of fluid flow
Xiao, D., Fang, F., Heaney, C.E., Navon, I.M., Pain, C.C.
Published in Computer methods in applied mechanics and engineering (01.09.2019)
Published in Computer methods in applied mechanics and engineering (01.09.2019)
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A domain decomposition non-intrusive reduced order model for turbulent flows
Xiao, D., Heaney, C.E., Fang, F., Mottet, L., Hu, R., Bistrian, D.A., Aristodemou, E., Navon, I.M., Pain, C.C.
Published in Computers & fluids (30.03.2019)
Published in Computers & fluids (30.03.2019)
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