Simon Stieber

According to our database, Simon Stieber authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Machine learning for carbon fiber reinforced polymer production

Simon Stieber

PhD thesis, 2023

Control of Composite Manufacturing Processes Through Deep Reinforcement Learning.

Simon Stieber, Leonard Heber, Christof Obertscheider, Wolfgang Reif

Proceedings of the International Conference on Machine Learning and Applications, 2023

2021

PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing.

Simon Stieber, Niklas Schröter, Ewald Fauster, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Genetic Programming for Fiber-Threading for Fiber-Reinforced Plastics.

Jonas Wilfert, Simon Stieber, Frederik Wilhelm, Wolfgang Reif

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots.

Jonas Wilfert, Niklas Paprotta, Oliver Kosak, Simon Stieber, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020

FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs.

Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann, Wolfgang Reif

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Towards Real-time Process Monitoring and Machine Learning for Manufacturing Composite Structures.

Simon Stieber, Alwin Hoffmann, Alexander Schiendorfer, Wolfgang Reif, Matthias Beyrle, Jan Faber, Michaela Richter, Markus G. R. Sause

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020