Program

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
10:00 – 10:30 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
10:00 – 10:30 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
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Jan Heiland
Team leader and Jun.-Prof. in Applied Mathematics

My research interests include control systems, differential-algebraic equations, and flow problems.