Employment Summary
Employment summary:
2023 - present Research Fellow based jointly at Imperial-X and the Department of Earth Science and Engineering
2015 - 2023 Research Associate at Imperial College (Applied Modelling and Computation Group)
2015 Lecturer (fixed-term) at Cardiff University, School of Mathematics
2013 - 2014 Research Associate at Cardiff University, School of Engineering
2012 - 2013 Marie Curie Researcher at Plaxis BV and TU Delft
2007 - 2010 Research Associate at Durham University, School of Engineering
Research (preprints):
A preprint of "Using AI libraries for incompressible Computational Fluid Dynamics" (Chen, Heaney and Pain, 2022) is available here.
A preprint of "Data Assimilation with Machine Learning for Dynamical Systems: Modelling Indoor Ventilation" (Heaney et al, 2022) is available here.
A preprint of "Controlling Ventilation for Comfort, Energy Minimisation and Infection Risk Mitigation in Enclosed Spaces using Adversarial Neural Networks" (Guo et al, 2022) is available here.