Gong Cheng

I'm a research scientist at Department of Earth Sciences, specializing in ice sheet modeling. My research combines traditional numerical methods with advanced machine learning techniques, such as Physics-Informed Neural Networks (PINNs) and Deep Operator Networks (DeepOnet), to enhance the accuracy and efficiency of ice sheet simulations. I also develop machine learning emulators to accelerate model evaluation, especially for calving dynamics and ice-ocean interactions. I received my PhD in scientific computing at Uppsala University, Sweden.