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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
SimTech Publications
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Winter Term 2021/2022
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Winter Term 2020/2021
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Summer Term 2019
Cluster of Excellence EXC 2075
Organization EXC 2075
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Research Data Management
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Organization EXC 2075
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SC SimTech
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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
Bayesian Statistics
Team
Project Networks
PN 1: Data-Integrated Models and Methods for Multiphase Fluid Dynamics
PN 2: In Silico Models of Coupled Biological Systems
PN 3: Data-Integrated Model Reduction for Particles and Continua
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
Associated Projects
Transfer Projects
PN 1: Data-Integrated Models and Methods for Multiphase Fluid Dynamics
Projects
Publications
PN 2: In Silico Models of Coupled Biological Systems
Projects
Publications
PN 3: Data-Integrated Model Reduction for Particles and Continua
Projects
PN 4: Data-Integtrated Control System Design with Guarantee
Projects
PN 5: On-the-fly Model Modification, Error Control, and Simulation Adaptivity
Projects
PN 6: Machine Learning for Simulation
Projects
PN 7: Adaptive Simulation and Interaction
Projects
Visionary Examples
Engineered Geosystems
Digital Human Model
Next-Generation Visual Materials Design
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Stuttgart Center for Simulation Science (SC SimTech)
Organization SC SimTech
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Cluster of Excellence SimTech
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Cluster of Excellence EXC 2075
SFB 1313
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Cluster of Excellence
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Cluster of Excellence EXC 2075
Research
Project Networks
Associated Projects
Associated Projects
PN 1
PN 1A-1
Open-Source Simulation Data for Validation and Machine Learning
PN 2
PN 2A-1
Validation of recent theories of skeletal muscle contraction: experiments and modelling
PN 2A-2
The Cyber-Physical Twin of the Human Organ
PN 2A-3
Printing Personalised Medicine on Demand (PrintMed)
PN 3
PN 3A-1
Machine Learning Methods for the Simulation of Physical Systems
PN 3A-2
Data-supported Simulation and Surrogate Modeling of Mechanical Systems
PN 3A-3
Simulation and experimental validation of residual stresses in laser-generated composite materials
PN 5
PN 5A-1
Analysis of Stochastic Partial Differential Equations and their Efficient Simulation
PN 5A-2
Surrogate-based active learning for parameter inference in geosciences via Bayesian sparse
2
multi-adaptivity enhanced by information theory
PN 6
PN 6A-1
Investigation of Chemical Reactivity by Machine Learning Techniques
PN 7
PN 7A-1
Micro Visualizations for Pervasive and Mobile Data Exploration
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