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Dr. Yunfei Huang


Dr. Yunfei Huang

Modellbasiertes Maschinelles Lernen


Tel: +49 (0) 4152 87-2137

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I develop supervised- and unsupervised machine learning approaches for solving partial differential equations (PDEs ), such as the Navier Stokes or shallow water equations, with the aim of improving the accuracy/speed trade-off in climate and weather applications. To improve accuracy and stability, I utilize geometric deep learning confer symmetries found in nature to the output of the neural networks I train.