Unified Framework and Survey for Model Verification, Validation and Uncertainty Quantification
Sign Up to like & getrecommendations! Published in 2020 at "Archives of Computational Methods in Engineering"
DOI: 10.1007/s11831-020-09473-7
Abstract: Simulation is becoming increasingly important in the development, testing and approval process in many areas of engineering, ranging from finite element models to highly complex cyber-physical systems such as autonomous cars. Simulation must be accompanied… read more here.
Keywords: model verification; framework; verification validation; model ... See more keywords
Adaptive Model Verification for Modularized Industry 4.0 Applications
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3225399
Abstract: Cyber-Physical Systems (CPSs) are the core of Industry 4.0 applications, integrating advanced technologies such as sensing, data analytics, and artificial intelligence. This kind of combination typically consists of networked sensors and decision-making processes in which… read more here.
Keywords: adaptive model; model verification; verification; model ... See more keywords
Going further with model verification and deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Methods in Ecology and Evolution"
DOI: 10.1111/2041-210x.13494
Abstract: In our recent review paper aiming to introduce deep learning to ecologists, we presented a workflow describing the steps required to create a deep learning model. This figure did not present some of the following… read more here.
Keywords: model; verification deep; deep learning; model verification ... See more keywords
Model Verification and Error Sensitivity of Turbulence-Related Tensor Characteristics in Pulsatile Blood Flow Simulations
Sign Up to like & getrecommendations! Published in 2020 at "Fluids"
DOI: 10.3390/fluids6010011
Abstract: Model verification, validation, and uncertainty quantification are essential procedures to estimate errors within cardiovascular flow modeling, where acceptable confidence levels are needed for clinical reliability. While more turbulent-like studies are frequently observed within the biofluid… read more here.
Keywords: model verification; tensor characteristics; turbulence; verification ... See more keywords