Research
Research Topics
- Uncertainty Quantification and Numerical Simulation with Uncertain Data
- Structural Safety and Reliability
- Nonlinear Finite Element Methods
- Stability and Load Bearing Capacity of Structures
- Time-dependent Material Models
- Surrogate Models and Model Order Reduction
- Artificial Neural Networks and Machine Learning
- Real-time Simulation
- Optimization of Structures and Processes
Current Research Projects
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Reliability-based structural performance assessment considering polymorphic uncertainties of reused concrete elements |
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Quantification and minimization of uncertainty for guided wave-based structural health monitoring with artificial neural network approaches |
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Design and Optimization of Shell Structures with Polymorphic Uncertain Data |
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Simulation and Monitoring-based Real-time Steering in Mechanized Tunneling |
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Multiscale modeling with artificial neural networks |
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Structural analysis considering uncertainties with polynomial chaos expansions |
Completed Research Projects