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• ▲ Robert Heinrich Schmitt

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

  citations

  41

  h-index

  470

  Aachen papers
• ▲ Sabina Jeschke

  Engineering
  5.92k

  citations

  30

  h-index

  7

  Aachen papers
• ▲ Thomas G. Otte

  University of East Anglia Social Sciences
  727

  citations

  13

  h-index

  9

  Aachen papers
• ▲ Ingrid Isenhardt

  RWTH Aachen University Social Sciences
  561

  citations

  12

  h-index

  38

  Aachen papers
• ▲ Frank Hees

  RWTH Aachen University Social Sciences
  380

  citations

  12

  h-index

  12

  Aachen papers
• ▲ Anas Abdelrazeq

  RWTH Aachen University Engineering
  378

  citations

  9

  h-index

  63

  Aachen papers
• ▲ Lars Knipping

  University of Stuttgart · Technische Universität Berlin Social Sciences
  323

  citations

  11

  h-index

  1

  Aachen papers
• ▲ Lea Marleen Daling

  RWTH Aachen University Computer Science
  316

  citations

  9

  h-index

  17

  Aachen papers
• ▲ Aymen Gannouni

  RWTH Aachen University Engineering
  209

  citations

  6

  h-index

  27

  Aachen papers
• ▲ Taras Shepel

  TU Bergakademie Freiberg Engineering
  185

  citations

  4

  h-index

  1

  Aachen papers
• ▲ Daniel Lütticke

  RWTH Aachen University Engineering
  181

  citations

  7

  h-index

  23

  Aachen papers
• ▲ Владимир Самсонов

  RWTH Aachen University Engineering
  169

  citations

  7

  h-index

  18

  Aachen papers
• ▲ Marco Kemmerling

  RWTH Aachen University Engineering
  145

  citations

  7

  h-index

  28

  Aachen papers
• ▲ Andrés Felipe Posada-Moreno

  RWTH Aachen University Computer Science
  93

  citations

  6

  h-index

  23

  Aachen papers
• ▲ Hans Aoyang Zhou

  RWTH Aachen University Engineering
  83

  citations

  5

  h-index

  26

  Aachen papers
• ▲ Johannes Sieger

  RWTH Aachen University Engineering
  83

  citations

  6

  h-index

  10

  Aachen papers
• ▲ Zhipeng Ma

  University of Southern Denmark Energy
  78

  citations

  5

  h-index

  1

  Aachen papers
• ▲ Michael Rath

  RWTH Aachen University Engineering
  71

  citations

  4

  h-index

  6

  Aachen papers
• ▲ Chrismarie Enslin

  RWTH Aachen University Engineering
  62

  citations

  6

  h-index

  12

  Aachen papers
• ▲ Matthias Kemmerling

  RWTH Aachen University Agricultural and Biological Sciences
  37

  citations

  2

  h-index

  1

  Aachen papers
• ▲ Michael Zeng

  Arts and Humanities
  22

  citations

  3

  h-index

  11

  Aachen papers
• ▲ Malte Mosbach

  University of Bonn Computer Science
  19

  citations

  2

  h-index

  1

  Aachen papers
• ▲ Samira Khoadei

  RWTH Aachen University Computer Science
  8

  citations

  1

  h-index

  1

  Aachen papers
• ▲ Johanna Lauwigi

  RWTH Aachen University Engineering
  7

  citations

  2

  h-index

  6

  Aachen papers
• ▲ Robert Jungnickel

  RWTH Aachen University Energy
  6

  citations

  2

  h-index

  5

  Aachen papers
• ▲ Sebastian Ulrich

  RWTH Aachen University Engineering
  2

  citations

  1

  h-index

  2

  Aachen papers
• ▲ Arif Hosan

  RWTH Aachen University Engineering
  0

  citations

  0

  h-index

  1

  Aachen papers

27 results

• Autonomous Visual Detection of Defects from Battery Electrode Manufacturing

  2022 Advanced Intelligent Systems article Engineering Industrial Vision Systems and Defect Detection Open access

  36

  citations
• Beyond games: a systematic review of neural Monte Carlo tree search applications

  2023 Applied Intelligence review Computer Science Artificial Intelligence in Games Open access cited by 1 patent

  19

  citations
• Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support

  2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

  11

  citations
• Towards a Data Lake for High Pressure Die Casting

  2022 Metals article Engineering Digital Transformation in Industry Open access

  9

  citations
• Evaluation of Mixed Reality Technologies in Remote Teaching

  2022 Lecture notes in computer science conference-paper Computer Science Augmented Reality Applications

  8

  citations
• Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  7

  citations
• Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries

  2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access

  7

  citations
• A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series

  2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

  7

  citations
• Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks

  2020 International Conference on Computational Science and Computational Intelligence (CSCI) conference-paper Computer Science Reinforcement Learning in Robotics

  7

  citations
• Towards shape optimization of flow channels in profile extrusion dies using reinforcement learning

  2023 PAMM article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  6

  citations
• A Reference Framework for the Performance-Based Decision Support of City Authorities in Urban Freight Transport

  2021 International Conference on ICT for Smart Society (ICISS) conference-paper Engineering Urban and Freight Transport Logistics

  6

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  5

  citations
• A Digital Shadow Reference Model for Worldwide Production Labs

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  5

  citations
• Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks

  2022 International Conference on Agents and Artificial Intelligence (ICAART) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  4

  citations
• The Internet of Production Digital Shadow Reference Model for Worldwide Production Labs

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  4

  citations
• A Digital Shadow Reference Model for Worldwide Production Labs

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  3

  citations
• Towards a data-driven assistance system for operating segment erectors in tunnel boring machines

  2021 International Symposium on Computational Intelligence and Design conference-paper Engineering Tunneling and Rock Mechanics

  3

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  2

  citations
• Processes and Structures for Agile Product Development

  2023 Interdisciplinary excellence accelerator series book-chapter Business, Management and Accounting Product Development and Customization Open access

  2

  citations
• Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement

  2023 Lecture notes in computer science conference-paper Engineering Design Education and Practice cited by 1 patent

  2

  citations