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Cluster of Excellence SimTech
Stuttgart Center for Simulation Science
Uni
versity of Stuttgart
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Stuttgart Center for Simulation Science (SC SimTech)
Cluster of Excellence EXC 2075
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Cluster of Excellence EXC 2075
Organization EXC 2075
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Focus Challenges
FC 1: Advancing and Fusing Multi-X-Models
FC 2: Merging Physics- & Data-Based Modeling
FC 3: Bridging Data-Poor & Data-Rich Regimes
FC 4: Mastering Stochastic Models & Total Uncertainty
FC 5: Heterogeneous & Dynamically Changing Environments
FC 6: Making Simulation & Visualization Pervasive
Junior Research Groups
Bayesian Statistics
Statistical Model-Data Integration
Molecular Dynamics
Multiscale Materials Modeling
Bayesian Statistics
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Statistical Model-Data Integration
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Project Networks & Projects
PN 1: Data-Integrated Models and Methods for Multiphase Fluid Dynamics
PN 2: In Silico Models of Coupled Biological Systems
PN 3: Data-Integrated Design of Functional Matter Across Scales
PN 4: Data-Integtrated Control System Design with Guarantee
PN 5: On-the-fly Model Modification, Error Control, and Simulation Adaptivity
PN 6: Machine Learning for Simulation
PN 7: Adaptive Simulation and Interaction
PN 8: Accelerating Simulation by Quantum Computing
Associated Projects
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PostDoc Projects
PN 1: Data-Integrated Models and Methods for Multiphase Fluid Dynamics
Publications
PN 2: In Silico Models of Coupled Biological Systems
Publications
PN 3: Data-Integrated Design of Functional Matter Across Scales
Publications
PN 4: Data-Integtrated Control System Design with Guarantee
Publications
PN 5: On-the-fly Model Modification, Error Control, and Simulation Adaptivity
Publications
PN 6: Machine Learning for Simulation
Publications
PN 7: Adaptive Simulation and Interaction
Publications
PostDoc Projects
Designing aqueous deep eutectic mixtures by data-integrated simulation
Pro-active suppression of dysfunctional movements during arm motion control
Bayesian Intent Prediction for Human-Machine Collaboration
A Data-Integrated Simulation Approach for the Cooling Effect of Leaves During Urban Heat Waves
Autonomous driving and passenger injury risk: experiment and simulation (Adires)
Third-party Funding Projects
Bayesian Distributional Latent Variable Models
Intuitive Joint Prior Distributions for Bayesian Multilevel Models
Meta-Uncertainty in Bayesian Model Comparison
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Engineered Geosystems
Digital Human Model
Next-Generation Virtual Materials Design
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Stuttgart Center for Simulation Science (SC SimTech)
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Per Anhalter durch das UNIversum
Organization SC SimTech
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Cluster of Excellence EXC 2075
SFB 1313
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Cluster of Excellence EXC 2075
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Statistical Model-Data Integration
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Open B.Sc. / M.Sc. / Doctoral Theses Topics
M.Sc. Thesis Topics
AND/OR Calibration Strategy to Improve Hydrological Models
Interpretable Recurrent Neural Networks for Hydrological Modeling
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