Program
Table of Contents
Monday, October 14
Getting together
| Time | Occasion |
|---|---|
| 10:00 | Coffee & Registration (in the lobby) |
| 12:00 | Lunch (meet in the lobby) |
| 14:00 | Tour to Jing An temple (meet in the lobby) |
| 18:00 | Visit the Shanghai Tower (meet at the metro station Lu Jia Zui (Exit #6) at 17:30) |
| 20:00 | Dinner at Jade36 |
Tuesday, October 15
Machine Learning
| Time | Speaker | Title |
|---|---|---|
| 09:00 – 09:30 | Prof. Dr. Xiaotian Zhang (Associate Vice-President of SHU), Minrui Fei (Dean of the School of Mechatronic, Engineering and Automation at SHU), Peter Benner (Director of MPI Magdeburg) | Welcome addresses |
| 09:30 | Group picture & coffee break | |
| 10:00 – 11:00 | Prof. Dr. Bernd Noack TU Berlin | Turbulence control: Better, faster and easier with machine learning |
| 11:00 – 11:30 | Dr. Mario Eduardo Villanueva ShanghaiTech | Moment Based Learning |
| 12:00 | Lunch | |
| 14:00 – 15:00 | Prof. Rolf Findeisen OvGU Magdeburg | Learning supported Predictive Control of Autonomous Systems: Guarantees despite Uncertainty |
| 15:00 – 15:30 | Assistant Prof. Dr. Xin Liang Tsinghua University | Convergence Analysis of the Oja-Karhunen Algorithm for Principal Component Analysis |
| 15:30 | Coffee | |
| 16:00 – 16:30 | Associate Prof. Dr. Xiaolong Wang Northwestern Polytechnical University | Model order reduction of large scale time-delay systems in the time domain |
| 16:30 – 17:00 | Dr. Anping Tang & Prof. Dr. Guangda Hu Shanghai University | Low-order Controller Design for High-Order Matrix Differential Systems using Optimization Method |
Wednesday, October 16
Data-driven Model Reduction
| Time | Speaker | Title |
|---|---|---|
| 09:00 – 10:00 | Prof. Dr. Athanasios Antoulas Jacob University Bremen | Data driven model order reduction |
| Prof. Dr. Xun-Lin Zhu Zhengzhou University | Detection of abnormal data in TBM shield construction | |
| 10:00 – 10:30 | Prof. Dr. Lijian Jiang Tongji University | A model reduction for nonlinear multiscale dynamic systems |
| 10:30 | Coffee | |
| 11:00 – 11:30 | Associate Prof. Dr. Zhihua Xiao Yangtze University | Finite-time balanced truncation for linear and second-order systems via shifted Legendre polynomials |
| 11:30 – 12:00 | Assistant Prof. Dr. Kai Luo Beijing Institute of Technology | Model order reduction for flexible multibody systems |
| 12:00 | Lunch | |
| 14:00 – 14:20 | Dr. Lanlin Yu & Prof. Junlin Xiong Westlake University & University of Science and Technology of China | Structure preserving model reduction for linear network systems |
| 14:20 – 14:50 | Prof. Dr. Victor Sreeram University of Western Australia | Finite-frequency power system reduction |
| 14:50 – 15:10 | Dr. Carmen Gräßle MPI Magdeburg | POD model order reduction with offline adaptive strategies |
| 15:10 – 15:30 | Dr. Zhenzhong Qi Northwest University | Structure-preserving of MOR methods based on general orthogonal polynomials |
| 15:30 – 15:50 | Dr. Yongjin Zhang Henan Polytechnic University | Model order reduction for parametrized hyperbolic equations |
| 15:50 | Coffee | |
| 16:10 – 16:30 | Dr. Pawan Goyal MPI Magdeburg | Identification of Structured Dynamical Systems via Frequency Response Data |
| 16:30 – 16:50 | Dr. Victor Gosea MPI Magdeburg | Modeling and reduction of systems with structured nonlinearities from measured data |
| 16:50 – 17:10 | Assistant Prof. Dr. Qifeng Liao ShanghaiTech University | An adaptive reduced basis ANOVA method for high-dimensional Bayesian inverse problems |
| 17:10 – 17:30 | Associate Prof. Dr. Xin Du Shanghai University | Data driven realization and model order reduction for linear fractional order systems |
| 18:00 | Dinner |
Thursday, October 17
Machine Learning and Control
| Time | Speaker | Title |
|---|---|---|
| 09:00 – 10:00 | Prof. Dr. Zhongsheng Hou Qingdao University | PID and Its Puzzles——MFAC and Progress |
| Prof. Peter Benner MPI Magdeburg | Learning control systems from data – anything new here? | |
| 10:00 – 10:30 | Prof. Karl Worthmann TU Ilmenau | Surrogate models for microgrids for bilevel optimization |
| 10:30 | Coffee | |
| 11:00 – 11:30 | Prof. Dr. Li Jia Shanghai University | The optimization of batch processes |
| 11:30 – 12:00 | Dr. Krithika Manohar CalTech | Data-driven sensor-actuator placement and forecasting |
| 12:00 | Lunch | |
| 14:00 – 15:00 | Prof. Dr. Daniel Quevedo University Paderborn | Deep Reinforcement Learning for Networked Estimation and Control |
| 15:00 – 15:30 | Prof. Dr. Junmin Wang Beijing Institute of Technology | Dynamic feedback control of infinite-dimensional systems |
| 15:30 | Coffee | |
| 16:00 – 16:20 | Dr. Zheng Wang & Prof. Dr. Guangda Hu Shanghai University | Low-Order Controller Design using Model Order Reduction for Second-Order Systems |
| 16:20 – 16:40 | JProf. Dr. Jan Heiland OvGU Magdeburg | Multidimensional Galerkin-POD for Optimal Control of PDEs with Uncertainties |
| 16:40 – 17:00 | Dr. Dan Zhang Shanghai University | Dynamic and Kinetic Study for CVI densification of porous structures by the Lattice-Boltzmann Method |
| 17:00 – 17:20 | Dr. Qiu Yue ShanghaiTech | Randomized Low-rank Ensemble Kalman Filter for State Estimation of Nonlinear Networks |
Friday, October 18
Machine Learning and Optimization
| Time | Speaker | Title |
|---|---|---|
| 09:00 – 10:00 | Prof. Dr. Shiliang Sun East China Normal University | Multi-view Machine Learning: Retrospect and Prospect |
| 10:00 | Coffee | |
| 10:30 – 11:30 | Prof. Dr. Sanaz Mostaghim OvGU Magdeburg | Multi-Objective Evolutionary Algorithms for Large-Scale Complex Optimization Problems |
| 11:30 – 12:00 | Ass. Prof. Dr. Boris Houska ShanghaiTech | Distributed Optimization and Control with ALADIN |
| 12:00 | Organizers | Closing Remarks |
| 12:15 | Lunch |
