Marco Brysch
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View article: Pore segmentation in electron micrographs: A probabilistic approach by ensemble machine learning
Pore segmentation in electron micrographs: A probabilistic approach by ensemble machine learning Open
View article: eXplainable artificial intelligence for automatic defect detection in additively manufactured parts using CT scan analysis
eXplainable artificial intelligence for automatic defect detection in additively manufactured parts using CT scan analysis Open
Additive Manufacturing (AM) and in particular has gained significant attention due to its capability to produce complex geometries using various materials, resulting in cost and mass reduction per part. However, metal AM parts often contai…
View article: Evaluating the Capabilities of Backbones for Scanning Electron Microscopy Images of Opalinus Clay
Evaluating the Capabilities of Backbones for Scanning Electron Microscopy Images of Opalinus Clay Open
The characterization of pores in materials such as Opalinus clay is crucial for understanding the physical properties, including permeability and strength, which are important for the safe disposal of radioactive waste. Scanning electron m…
View article: Single system for online monitoring and inspection of automated fiber placement with object segmentation by artificial neural networks
Single system for online monitoring and inspection of automated fiber placement with object segmentation by artificial neural networks Open
The reduction of material defects in the automated fiber placement process is one of the significant factors for manufacturing large and complex components more efficiently in the future. However, the monitoring of complex manufacturing pr…
View article: Pore Super Segmentation in Opalinus Clay on Artificially Enhanced SEM Images with Voting Classification
Pore Super Segmentation in Opalinus Clay on Artificially Enhanced SEM Images with Voting Classification Open
<p>A material's porosity controls all of its physical properties. Hence, many studies have dealt with its exact determination. In researching potential host rocks for radioactive waste disposal, there is a particular interest in pore…
View article: In Situ Consolidation of Thermoplastic Prepreg by Generating Harmonic Oscillations on the Consolidation Roller
In Situ Consolidation of Thermoplastic Prepreg by Generating Harmonic Oscillations on the Consolidation Roller Open
Automation technologies such as Automated Fiber Placement (AFP) or Automated Tape Laying (ATL) are widely used in the aerospace industry today. However, these processes can still be further improved for higher productivity. Fiber-reinforce…
View article: A NEAT Based Two Stage Neural Network Approach to Generate a Control Algorithm for a Pultrusion System
A NEAT Based Two Stage Neural Network Approach to Generate a Control Algorithm for a Pultrusion System Open
Controlling complex systems by traditional control systems can sometimes lead to sub-optimal results since mathematical models do often not completely describe physical processes. An alternative approach is the use of a neural network base…