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1 to 10 of 13 Results
PN 2-7(Universität Stuttgart)
Mar 13, 2024PN 2
SimTech Project PN 2-7 "Data-integrated training of surrogate models for uncertainty quantification and diagnostics of complex biological systems models"
PN 1-X(Universität Stuttgart)
Mar 12, 2024PN 1
PN 6A-4(Universität Stuttgart)
Mar 8, 2024PN 6
Unified diagnostic evaluation of physics-based, data-driven and hybrid hydrological models based on information theory
PN 5-1(Universität Stuttgart)
Jun 16, 2023PN 5
SimTech Project PN 5-1 "Optimal multidimensional accuracy-resource trade-off"
Data and Code for: Meta-Uncertainty in Bayesian Model Comparison(Universität Stuttgart)
May 17, 2023PN 6
Meta-Uncertainty represents a fully probabilistic framework for quantifying the uncertainty over Bayesian posterior model probabilities (PMPs) using meta-models. Meta-models integrate simulated and observed data into a predictive distribution for new PMPs and help reduce overconf...
Neck Reflex Behavior in Driving Simulator Experiments(Universität Stuttgart)
Jun 27, 2022PN 2
Neck movement and injury risks during a car crash are influenced by reflexes, strength, and flexibility. Data sets are provided containing in-vivo measurements of neck kinematics and reflexes as participants are rapidly accelerated while driving a mechanically simulated car. Tors...
PN 4-7(Universität Stuttgart)
May 16, 2022PN 4
Combining First Principles and Neural Network Models for Interpretable, High-Precision Multi-Step Predictions (InMotion)
PN 6-6(Universität Stuttgart)
Sep 29, 2021PN 6
SimTech Project PN 6-6 "Machine Learning for Data-driven Visualization"
PN 6-3(Institute for Stochastics and Applications, Universität Stuttgart)
Mar 16, 2021PN 6
SimTech Project PN6-3 "Understanding Physical Constraints in Machine Learning for Simulation"
PN 7-6(Universität Stuttgart)
Nov 19, 2020PN 7
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