Modelling Microstructure and Its Effects during Multipass Hot Rolling.

• Long Short-Term Memory to Predict the Quality Parameters in the Hot Rolling Process

  2026 Key engineering materials article Engineering Metallurgy and Material Forming Open access

  0

  citations
• Coupled process chain modelling to minimise the earing formation in industrially rolled aluminium strips for beverage can production using data-based methods

  2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access

  1

  citations
• Decision Support for the Optimization of Continuous Processesusing Digital Shadows

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

  1

  citations
• Integration of a void healing criterion in multi-scale modeling of hot rolling

  2023 Advances in Industrial and Manufacturing Engineering article Engineering Metal Forming Simulation Techniques Open access

  2

  citations
• Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

  2023 Journal of Intelligent Manufacturing book-chapter Engineering Metallurgy and Material Forming Open access cited by 1 patent

  22

  citations
• Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

  2023 Materials research proceedings conference-paper Engineering Metallurgy and Material Forming Open access

  1

  citations
• Application of Reinforcement Learning for the Design and Optimization of Pass Schedules in Hot Rolling

  2023 Lecture notes in production engineering conference-paper Engineering Metallurgy and Material Forming

  1

  citations
• Decision Support for the Optimization of Continuous Processes using Digital Shadows

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

  1

  citations
• Decision Support for the Optimization of Continuous Processes using Digital Shadows

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

  0

  citations
• Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

  2022 Archive of Applied Mechanics article Engineering Metal Forming Simulation Techniques Open access

  10

  citations
• A soft sensor for property control in multi-stage hot forming based on a level set formulation of grain size evolution and machine learning

  2021 Advances in Industrial and Manufacturing Engineering article Engineering Metallurgy and Material Forming Open access

  12

  citations
• Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes

  2020 Procedia Manufacturing article Computer Science Reinforcement Learning in Robotics Open access

  23

  citations

12 results