Dr. Yunfei Huang
![Yunfei Huang Portrait_Huang_Yunfei](/imperia/md/assets/main/institutes/coastal_systems/model_driven_machine_learning/images/team/fittosize_150_0_a3b5aa0d743b75949ec1d4efd605bc09_portrait_huang_yunfei.jpg)
Dr. Yunfei Huang
Modellbasiertes Maschinelles Lernen
WissenschaftlerTel: +49 (0) 4152 87-2137
Research
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.