34 citations · 71 across the 4 of their papers we have counts for
4 papers
Discovery of Fatigue Strength Models via Feature Engineering and automated eXplainable Machine Learning applied to the welded Transverse Stiffener
Michael A. Kraus, Helen Bartsch
This research introduces a unified approach combining Automated Machine Learning (AutoML) with Explainable Artificial Intelligence (XAI) to predict fatigue strength in welded trans…
Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-model-based Conceptual Design of Pedestrian Bridges
Vera M. Balmer, Sophia V. Kuhn, Rafael Bischof +4
For conceptual design, engineers rely on conventional iterative (often manual) techniques. Emerging parametric models facilitate design space exploration based on quantifiable perf…
Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification
Henrik Riedel, Sleheddine Mokdad, Isabell Schulz +5
Vacuum Insulated Glazing (VIG) is a highly thermally insulating window technology, which boasts an extremely thin profile and lower weight as compared to gas-filled insulated glazi…
The In-plane Expansion of Fractured Thermally Pre-stressed Glass Panes
Jens H. Nielsen, Michael A. Kraus, Jens Schneider
The present paper is concerned with deriving simplified design equations and charts for modeling in-plane expansion of fractured thermally pre-stressed glass panes using the method…