Scholar
Xudong Sun
Google Scholar ID: FnWKUqYAAAAJ
Technical University of Munich
Citations & Impact
Citations
1,100
H-index
8
i10-index
8
Publications
20
Co-authors
21
list available
Publications
Resume (English only)
Research Experience
- Postdoctoral researcher in control theory and causality at KTH Royal Institute of Technology and Helmholtz Munich
- Research on data-driven decision and control, multi-objective output feedback optimization, and adaptive control with uncertain models
- Develops multi-level optimization frameworks combining reinforcement learning and Bayesian optimization for hybrid continuous-discrete spaces
- Works on probabilistic graphical models for control inference, high-dimensional robust MPC, causal discovery, and domain generalization
- Engaged in Port-Hamiltonian modeling, learning, and control (e.g., biochemical reaction networks)
- Develops open-source modular software (DomainLab) for constrained optimization in deep learning
