Reynolds averaged turbulence modelling using deep neural networks with embedded invariance
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Published in Journal of fluid mechanics (25.11.2016)
Published in Journal of fluid mechanics (25.11.2016)
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Effects of ventilation on the indoor spread of COVID-19
Bhagat, Rajesh K., Davies Wykes, M. S., Dalziel, Stuart B., Linden, P. F.
Published in Journal of Fluid Mechanics (28.09.2020)
Published in Journal of Fluid Mechanics (28.09.2020)
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Flow over an espresso cup: inferring 3-D velocity and pressure fields from tomographic background oriented Schlieren via physics-informed neural networks
Cai, Shengze, Wang, Zhicheng, Fuest, Frederik, Jeon, Young Jin, Gray, Callum, Karniadakis, George Em
Published in Journal of fluid mechanics (25.03.2021)
Published in Journal of fluid mechanics (25.03.2021)
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Deep learning of vortex-induced vibrations
Raissi, Maziar, Wang, Zhicheng, Triantafyllou, Michael S., Karniadakis, George Em
Published in Journal of fluid mechanics (25.02.2019)
Published in Journal of fluid mechanics (25.02.2019)
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Spectral analysis of jet turbulence
Schmidt, Oliver T., Towne, Aaron, Rigas, Georgios, Colonius, Tim, Brès, Guillaume A.
Published in Journal of fluid mechanics (25.11.2018)
Published in Journal of fluid mechanics (25.11.2018)
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Unsupervised deep learning for super-resolution reconstruction of turbulence
Kim, Hyojin, Kim, Junhyuk, Won, Sungjin, Lee, Changhoon
Published in Journal of fluid mechanics (13.01.2021)
Published in Journal of fluid mechanics (13.01.2021)
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