Machine Learning

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Artificial Intelligence and Alloy Design
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Intelligent control of ISBM process for recycled PET bottles
Influence of data filtering and noise on the calibration of constitutive models using machine learning techniques
Determining the residual formability of shear-cut sheet metal edges by utilizing an ML based prediction model
Shear cutting: Model-based prediction of material parameters based on synthetic process force signals
Machine learning application for optimization of laser directed energy deposition process for aerospace component rapid prototyping in additive manufacturing
Improving the structural integrity of challenging to manufacture LPBF components with toolpath correction
Defect monitoring in wire arc additive manufacturing using frequency domain analysis
Trajectory reconstruction by means of an event-camera-based visual odometry method and machine learned features
SHM implementation on a RPV airplane model based on machine learning for impact detection
Decision trees-based methods for the identification of damages in strongly damped plates for aerospace applications
Neural networks for the identification of degraded components of aircraft fuel quantity system