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Andreas Schwung

South Westphalia University of Applied Sciences, Germany

Predicting Wall Thickness Changes in Cold Forging Processes: An Integrated FEM and Neural Network approach

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Nov 21, 2024
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Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games

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Oct 30, 2024
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Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems

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Aug 12, 2024
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Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems

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Aug 12, 2024
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Improving Quaternion Neural Networks with Quaternionic Activation Functions

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Jun 24, 2024
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Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems

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Jun 14, 2024
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Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation

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Mar 25, 2024
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Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning

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Jan 23, 2024
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Information Fusion for Assistance Systems in Production Assessment

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Aug 31, 2023
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Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes

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Apr 12, 2023
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