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C

Christopher C. Pain

Department of Earth Science and Engineering

55H-index
490Paper Count
1.2WCitation Count
Published Papers 131
Publication Date
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NP4Buoyancy: An end-to-end differentiable neural-physics framework for buoyancy-driven flows
errJournal of Computational Physics
IF3.8
err2026-07-07
err0
PREAI
errYu Jiao; Han Zhang; Tingkai Xue; Boyang Chen; Juntao Yang; Te Ba; Simon See; Chang Wei Kang; Claire E. Heaney; Christopher C. Pain; Hongying Li
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Environmental and socio-ecological performance of greening at household and street level
errScience of The Total Environment
IF8
err2026-01-10
err0
PREAI
errHao Sun; Akash Biswal; Isabelle Bray; Owen Cranshaw; Thomas Rodding Kjeldsen; Christopher C. Pain; Thomas Roberts; Danielle Sinnett; Tom Wild; Jannis Wenk; Prashant Kumar
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Online learning to accelerate nonlinear PDE solvers: Applied to multiphase porous media flow
errArtificial Intelligence in Geosciences
IF4.2
err2025-12-01
err0
errOAAI
errSilva, Vinicius L. S.; Salinas, Pablo; Heaney, Claire E.; Jackson, Matthew D.; Pain, Christopher C.
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errSave
Solving the discretised shallow water equations using non-uniform grids and machine-learning libraries
errEnvironmental Modelling & Software
IF4.6
err2025-10-27
err0
errOAAI
errAmin Nadimy; Boyang Chen; Zimo Chen; Claire E. Heaney; Christopher C. Pain
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errSave
Optimal control of ventilation in enclosed spaces using Adversarial Neural Networks
errBuilding and Environment
IF7.6
err2025-10-21
err0
errOAAI
errDonghu Guo; Claire E. Heaney; Boyang Chen; Jieyi Tang; Andrea Cammarano; Prashant Kumar; Christopher C. Pain
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errSave
Household driven and council managed street greening: scoring cost, expertise, space, and cost-benefits of green infrastructure combinations
errSUSTAINABLE HORIZONS
IF0
err2025-10-01
err0
errOAAI
errBiswal, Akash; Sun, Hao; Bray, Isabelle; Cranshaw, Owen; Kjeldsen, Thomas Rodding; Pain, Christopher C.; Roberts, Thomas; Sinnett, Danielle; Wild, Tom; Wenk, Jannis; Kumar, Prashant
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Recognition of children’s movement patterns during recess for characterizing particle exposure doses
errBuilding Simulation
IF5.9
err2025-06-26
err0
errOAAI
errFeng Yuan; Runming Yao; Prashant Kumar; Christopher Pain; Ziyu Shu; Baizhan Li
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errSave
Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations
errNEURAL NETWORKS
IF6.3
err2025-05-01
err1
errOAAI
errLi, Linfeng; Xiang, Jiansheng; Chen, Boyang; Heaney, Claire E.; Dargaville, Steven; Pain, Christopher C.
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errSave
Optimised hammer drilling bit design using artificial neural networks trained by FDEM-generated data
errJournal of Rock Mechanics and Geotechnical Engineering
IF10.2
err2025-03-13
err0
errOAAI
errSadjad Naderi; Yuyang Wang; Xiaowei Yang; Xiang Jiansheng; Christopher C. Pain; Claire E. Heaney; Laurent Gerbaud; Naveen Velmurugan; John-Paul Latham
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errSave
Solving the discretised shallow water equations using neural networks
errADVANCES IN WATER RESOURCES
IF4.2
err2025-03-01
err0
errOAAI
errChen, Boyang; Nadimy, Amin; Heaney, Claire E.; Sharifian, Mohammad Kazem; Estrem, Lluis Via; Nicotina, Ludovico; Hilberts, Arno; Pain, Christopher C.
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errSave
A comprehensive review of thermal comfort evaluation methods and influencing factors for urban parks
errBUILDING AND ENVIRONMENT
IF7.6
err2025-01-01
err2
PREAI
errZheng, Peiping; Yao, Runming; O'Donnell, James; Mohareb, Eugene; Kumar, Prashant; Pain, Christopher; Huang, Xizhen; Li, Baizhan
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errSave
Coarsening and parallelism with reduction multigrids for hyperbolic Boltzmann transport
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2024-12-13
err0
PREAI
errDargaville, Steven; Smedley-Stevenson, Richard; Smith, Paul; Pain, Christopher C.
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errSave
AIR multigrid with GMRES polynomials (AIRG) and additive preconditioners for Boltzmann transport
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-12-01
err1
errOAAI
errDargaville, S.; Smedley-Stevenson, R. P.; Smith, P. N.; Pain, C. C.
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errSave
Generative model-based framework for parameter estimation and uncertainty quantification applied to a compartmental model in epidemiology
errnature computational science
IF3.7
err2024-12-01
err0
errOAAI
errSilva, Vinicius L. S.; Heaney, Claire E.; Nenov, Nenko; Pain, Christopher C.
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errSave
Koopman dynamic-oriented deep learning for invariant subspace identification and full-state prediction of complex systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err1
PREAI
errWu, Jiaxin; Luo, Min; Xiao, Dunhui; Pain, Christopher C.; Khoo, Boo Cheong
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errSave
Machine learning and physics-driven modelling and simulation of multiphase systems
errINTERNATIONAL JOURNAL OF MULTIPHASE FLOW
IF3.8
err2024-09-01
err3
errOAAI
errBasha, Nausheen; Arcucci, Rossella; Angeli, Panagiota; Anastasiou, Charitos; Abadie, Thomas; Casas, Cesar Quilodran; Chen, Jianhua; Cheng, Sibo; Chagot, Loic; Galvanin, Federico; Heaney, Claire E.; Hossein, Fria; Hu, Jinwei; Kovalchuk, Nina; Kalli, Maria; Kahouadji, Lyes; Kerhouant, Morgan; Lavino, Alessio; Liang, Fuyue; Nathanael, Konstantia; Magri, Luca; Lettieri, Paola; Materazzi, Massimiliano; Erigo, Matteo; Pico, Paula; Pain, Christopher C.; Shams, Mosayeb; Simmons, Mark; Traverso, Tullio; Valdes, Juan Pablo; Wolffs, Zef; Zhu, Kewei; Zhuang, Yilin; Matar, Omar K.
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errSave
Comprehensive evaluation of natural ventilation potential of buildings in urban areas under the influence of multiple environment-related factors
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-07-01
err1
PREAI
errXiong, Jie; Li, Baizhan; Short, C. Alan; Kumar, Prashant; Pain, Christopher
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errSave
Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves
errNEURAL NETWORKS
IF6.3
err2024-07-01
err5
errOAAI
errHeaney, Claire E.; Li, Yuling; Matar, Omar K.; Pain, Christopher C.
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errSave
Solving the discretised multiphase flow equations with interface capturing on structured grids using machine learning libraries
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-06-01
err3
errOAAI
errChen, Boyang; Heaney, Claire E.; Gomes, Jefferson L. M. A.; Matar, Omar K.; Pain, Christopher C.
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errSave
A long short-term memory neural network-based error estimator for three-dimensional dynamically adaptive mesh generation
errPHYSICS OF FLUIDS
IF4.3
err2023-10-18
err2
PREAI
errWu, X.; Gan, P.; Li, J.; Fang, F.; Zou, X.; Pain, C. C.; Tang, X.; Xin, J.; Wang, Z.; Zhu, J.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kian Fan Chung
H-index: 142 · Papers: 1.6K
I
Ian M. Adcock
H-index: 126 · Papers: 1.2K
M
Martin J. Blunt
H-index: 108 · Papers: 771
J
James Jackson
H-index: 94 · Papers: 257
T
Thomas Higham
H-index: 94 · Papers: 507
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