Christopher C. Pain

Engineering · Physical Sciences

55h-index11.7kcitations488works4.42yr avg
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Research Topics

Advanced Numerical Methods in Computational Mathematics(96), Lattice Boltzmann Simulation Studies(78), Model Reduction and Neural Networks(69), Computational Fluid Dynamics and Aerodynamics(64), Nuclear reactor physics and engineering(53)

Publications488 total

Environmental and socio-ecological performance of greening at household and street level
The Science of The Total Environment·2026
Fluidic Oscillators in Impingement Jet Cooling: A Novel Configuration for Realizing Sweeping Jets
Journal of Turbomachinery·2025Open Access
Solving the discretised shallow water equations using non-uniform grids and machine-learning libraries
Environmental Modelling & Software·2025· 1 citedOpen Access
Household driven and council managed street greening: scoring cost, expertise, space, and cost-benefits of green infrastructure combinations
Sustainable Horizons·2025Open Access
Optimal control of ventilation in enclosed spaces using Adversarial Neural Networks
Building and Environment·2025Open Access
Online learning to accelerate nonlinear PDE solvers: Applied to multiphase porous media flow
Artificial Intelligence in Geosciences·2025Open Access
Recognition of children’s movement patterns during recess for characterizing particle exposure doses
Building Simulation·2025Open Access
Fluidic Oscillators in Impingement Jet Cooling: a Novel Configuration for Realizing Sweeping Jets
2025
An AI-driven framework for the prediction of personalised health response to air pollution
arXiv (Cornell University)·2025· 1 citedOpen Access
Online learning to accelerate nonlinear PDE solvers: applied to multiphase porous media flow
arXiv (Cornell University)·2025Open Access
Optimised hammer drilling bit design using artificial neural networks trained by FDEM-generated data
Journal of Rock Mechanics and Geotechnical Engineering·2025· 2 citedOpen Access
Solving the discretised shallow water equations using neural networks
Advances in Water Resources·2025· 7 citedOpen Access
Implementation of the Multigroup Neutron Diffusion Equation Using Tensor Formulations in PyTorch
2025
Solving the Discretised Shallow Water Equations Using Non-Uniform Grids and Machine-Learning Libraries
SSRN Electronic Journal·2025Open Access
Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations
Neural Networks·2024· 8 citedOpen Access
Coarsening and parallelism with reduction multigrids for hyperbolic Boltzmann transport
The International Journal of High Performance Computing Applications·2024· 1 citedOpen Access
Generative model-based framework for parameter estimation and uncertainty quantification applied to a compartmental model in epidemiology
Journal of Computational Science·2024Open Access
AI to create personalised health responses to air pollution
Open Access Government·2024Open Access
A comprehensive review of thermal comfort evaluation methods and influencing factors for urban parks
Building and Environment·2024· 20 cited
Boosting Barlow Twins Reduced Order Modeling for Machine Learning‐Based Surrogate Models in Multiphase Flow Problems
Water Resources Research·2024Open Access
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Frequent Co-authors

F. Fang(18), I. M. Navon(15), Matthew D. Piggott(10), Dunhui Xiao(10), Gerard Gorman(7), C. Mendes de Oliveira(6), A.J.H. Goddard(6), A.G. Buchan(6), Robert W. Zimmerman(4), Yike Guo(4), Rossella Arcucci(4), Azzan Al-Yaarubi(3), A. Umpleby(3), Jiansheng Xiang(3), Patricio Farrell(3), Gang Hu(3), Peter A. Allison(3), Claire E. Heaney(3), Laetitia Mottet(3), Pin Wu(3)