Mitchel Polte

Fraunhofer Institute for Production Systems and Design Technology, Fraunhofer Society, Technische Universität Berlin

Papers

5

Total Citations

26

H-Index

3

About

No biography available yet.

Research Focus

Robot5 · 26 citations
Computer science5 · 26 citations
Artificial intelligence5 · 26 citations
Engineering4 · 24 citations
Machine learning4 · 23 citations
Artificial neural network2 · 19 citations
Mathematics3 · 14 citations
Statistics3 · 14 citations
Kriging2 · 11 citations
Process (computing)2 · 11 citations
Control theory (sociology)2 · 11 citations
Industrial robot2 · 11 citations

Key Achievements

3
H-Index
5
Papers
26
Total Citations
5
Avg Citations/Paper
🏆 Most Cited Paper
Hyperparameter Optimization of Artificial Neural Networks to Improve the Positional Accuracy of Industrial Robots
10 citations · 2021
📈 Most Prolific Year: 2021 (2 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: Fraunhofer Institute for Production Systems and Design Technology, Fraunhofer Society, Technische Universität Berlin

Top Papers

  1. 1
    Hyperparameter Optimization of Artificial Neural Networks to Improve the Positional Accuracy of Industrial Robots
    10 citations · 2021
  2. 2
    Deformation error compensation of industrial robots in single point incremental forming by means of data-driven stiffness model
    9 citations · 2021
  3. 3
    Enhanced Accuracy Specification of Heavy-Duty Industrial Robots and the Influence of Secondary Encoders
    3 citations · 2022
  4. 4
    Increasing the Absolute Position Accuracy of Industrial Robots by Means of a Deep Continual Evidential Regression Model <sup>*</sup>
    2 citations · 2024
  5. 5
    Estimation of External Force-Torque Vector Based on Double Encoders of Industrial Robots Using a Hybrid Gaussian Process Regression and Joint Stiffness Model
    2 citations · 2023

Key Collaborators

JBJulian Blumberg5 shared papersEUEckart Uhlmann5 shared papersZLZhou-Long Li2 shared papersSYSheng Yin1 shared papersAKAdrian Kraft1 shared papersMBMarkus� Bambach1 shared papersJBJohannes Buhl1 shared papersLILemopi Isodore Besong1 shared papersGWGang Wang1 shared papers
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