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• ▲ Christian Brecher

  RWTH Aachen University Engineering
  12.4k

  citations

  42

  h-index

  280

  Aachen papers
• ▲ Robert Heinrich Schmitt

  Fraunhofer Institute for Production Technology IPT · Fraunhofer-Gesellschaft Engineering
  12.3k

  citations

  41

  h-index

  470

  Aachen papers
• ▲ Werner Herfs

  RWTH Aachen University Engineering
  525

  citations

  11

  h-index

  28

  Aachen papers
• ▲ Oliver Petrović

  RWTH Aachen University Engineering
  95

  citations

  5

  h-index

  50

  Aachen papers
• ▲ David Leander Dias Duarte

  RWTH Aachen University Computer Science
  7

  citations

  2

  h-index

  1

  Aachen papers
• ▲ Petar Tesic

  RWTH Aachen University Engineering
  1

  citations

  1

  h-index

  3

  Aachen papers
• ▲ Patrick Dohmen

  RWTH Aachen University Engineering
  0

  citations

  0

  h-index

  1

  Aachen papers

7 results

• Automated machine learning for predictive quality in production

  2020 Procedia CIRP article Computer Science Machine Learning and Data Classification Open access

  60

  citations
• Benchmarking of Data Preprocessing Methods for Machine Learning-Applications in Production

  2021 Procedia CIRP article Decision Sciences Data Quality and Management Open access

  33

  citations
• Expert System for the Machine Learning Pipeline in Manufacturing

  2021 IFAC-PapersOnLine article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  13

  citations
• Benchmarking of hyperparameter optimization techniques for machine learning applications in production

  2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

  10

  citations
• The Time Synchronization Problem in data-intense Manufacturing

  2022 Procedia CIRP article Computer Science Network Time Synchronization Technologies Open access

  9

  citations
• Production rescheduling through product quality prediction

  2021 Procedia Manufacturing article Engineering Scheduling and Optimization Algorithms Open access

  7

  citations
• Touch-based Augmented Reality Marking Techniques on Production Parts

  2022 Procedia CIRP article Computer Science Interactive and Immersive Displays Open access

  5

  citations
• Generating Synthetic Data Using a Knowledge-based Framework for Autonomous Productions

  2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Computer Science Reinforcement Learning in Robotics

  4

  citations
• Sim2Rob—A Sim2Real Framework for Smart Robotics in Assembly

  2026 Springer eBooks conference-paper Engineering Robot Manipulation and Learning Open access

  1

  citations
• Hybrid Modelling in Production: Approach and Evaluation

  2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry

  1

  citations
• Factory of the Year Prize – A Benchmarking

  2023 conference-paper Engineering Digital Transformation in Industry Open access

  0

  citations
• Digitally Enabled Circular Supply Chain for Thermoplastic Composites in Oil and Gas Applications

  2025 conference-paper Business, Management and Accounting Sustainable Supply Chain Management

  0

  citations
• A Modular End-to-End Sim2Real Pipeline for Object Detection and 6D-Pose Estimation in Robot-based Industrial Assembly

  2026 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

  0

  citations

13 results