Name levels of simulation + examples
How do real world and simulation interact? (diagram)
What are disadvantages of regular physics-based simulation?
A. Computationally expensive
B. Laborious to derive/model
C. Limited flexibility
D. Time-consuming
E. Lacking uncertainty quantification
How can AI improve simulation?
Speed and efficiency
Reduced order modeling
Automatic data preprocessing
Supporting user for repetitive tasks
Novel computational methods
Accuracy and reliability
Uncertainty quantification
Flexible and optimized modelling
Design exploration and optimization
Automatic (hyper-)parameter tuning
Synthetic data generation
Data analysis: Finding correlations and patterns in large simulation datasets
Real-time applications
Closed loop application
Adaptivity to changing conditions
Zuletzt geändertvor 4 Monaten
