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Cluster of Excellence SimTech
Stuttgart Center for Simulation Science
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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
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Multiscale Materials Modeling
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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
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PN 1: Data-Integrated Models and Methods for Multiphase Fluid Dynamics
Publications
PN 2: In Silico Models of Coupled Biological Systems
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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
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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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Cluster of Excellence EXC 2075
SFB 1313
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Cluster of Excellence EXC 2075
People
Gumbsch, Peter
Peter Gumbsch
Prof. Dr.
Director
[Photo: Stock-Müller/Fraunhofer IWM]
Contact
Email
Website
Freiburg
Germany
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