Yixuan Sun

Hi there! I’m a Postdoctoral Appointee at Mathematics and Computer Science division at Argonne National Laboratory. My current research is on physics-informed learning and safety-constrained reinforcement learning for scientific applications. I also have experience developing Graph Neural Networks, Operator Learning, and general Scientific Machine Learning models for material discovery, design, and solving networked dynamical systems.

My other interest is to become a self-taught developer. Now I am actively contributing to a neural network hyperparameter search framework DeepHyper.