Michael Weyrich

University of Stuttgart, Europäisches Centrum für Mechatronik (Germany), Stuttgart University of Applied Sciences, Software (Germany)

Papers

22

Total Citations

406

H-Index

11

About

No biography available yet.

Research Focus

Computer science22 · 406 citations
Artificial intelligence19 · 323 citations
Robot14 · 267 citations
Engineering15 · 252 citations
Human–computer interaction6 · 140 citations
Operator (biology)2 · 129 citations
Simulation7 · 127 citations
Machine learning6 · 123 citations
Operating system4 · 110 citations
Reinforcement learning4 · 92 citations
Process (computing)5 · 88 citations
Context (archaeology)4 · 87 citations

Key Achievements

11
H-Index
22
Papers
406
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Architecture of a Human-Digital Twin as Common Interface for Operator 4.0 Applications
76 citations · 2021
📈 Most Prolific Year: 2022 (6 Papers)
🤝 Key Collaborators: 36
🏛 Institutions: University of Stuttgart, Europäisches Centrum für Mechatronik (Germany), Stuttgart University of Applied Sciences, Software (Germany)

Top Papers

  1. 1
    Architecture of a Human-Digital Twin as Common Interface for Operator 4.0 Applications
    76 citations · 2021
  2. 2
    Transfer learning as an enabler of the intelligent digital twin
    61 citations · 2021
  3. 3
    An Approach for Peg-in-Hole Assembling using Intuitive Search Algorithm based on Human Behavior and Carried by Sensors Guided Industrial Robot
    53 citations · 2015
  4. 4
    Self-improving situation awareness for human–robot-collaboration using intelligent Digital Twin
    39 citations · 2023
  5. 5
    Self-improving Models for the Intelligent Digital Twin: Towards Closing the Reality-to-Simulation Gap
    22 citations · 2022
  6. 6
    Trajectory Prediction of Workers to Improve AGV and AMR Operation based on the Manufacturing Schedule
    21 citations · 2022
  7. 7
    Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems
    21 citations · 2020
  8. 8
    Insights and Example Use Cases on Industrial Transfer Learning
    18 citations · 2022
  9. 9
    A concept for the automated layout generation of an existing production line within the digital twin
    17 citations · 2021
  10. 10
    Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks
    15 citations · 2020

Key Collaborators

NJNasser Jazdi12 shared papersALAndreas Löcklin5 shared papersHVHannes Vietz4 shared papersTRTamás Ruppert4 shared papersMMManuel Müller4 shared papersBMBenjamin Maschler3 shared papersMWMustafa W. Abdullah3 shared papersDBDominik Braun3 shared papersMAMaurice Artelt2 shared papersGGGolsa Ghasemi2 shared papersJWJürgen Wahrburg2 shared papersHBHamza Ben Haj Ammar2 shared papersHRHubert Roth2 shared papersSBSebastian Baum1 shared papersCBChristian Bitter1 shared papersTJTobias Jung1 shared papersRDRainer Drath1 shared papersBBB. Bick1 shared papersHTHasan Tercan1 shared papersDDDaniel Dittler1 shared papers
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