Matthias Klar

University of Kaiserslautern — Germany

Engineering · Physical Sciences

12h-index404citations84works1.82yr avg
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Research Topics

Manufacturing Process and Optimization(22), Digital Transformation in Industry(20), Advanced Manufacturing and Logistics Optimization(17), Flexible and Reconfigurable Manufacturing Systems(14), Additive Manufacturing and 3D Printing Technologies(13)

Publications84 total

Surface roughness prediction of laser-based powder bed fusion manufactured parts using machine learning
Procedia CIRP·2026Open Access
CADLabel: Development of an annotation tool for deep learning tasks on 3D CAD models
Procedia CIRP·2026Open Access
Evaluation of Quantum Annealing-based algorithms for flexible job shop scheduling
Procedia CIRP·2026Open Access
Performance Comparison of Single-Agent and Multi-Agent Reinforcement Learning for Factory Layout Planning
Procedia CIRP·2026Open Access
Data Modelling Challenges in Material Flow Optimization: A Machine Learning Perspective
Procedia CIRP·2026Open Access
Enhancing machining efficiency: Integrating machine-learning-based cutting tool condition monitoring in industrial application
Procedia CIRP·2026Open Access
Investigating the Influence of Prompt Design in the Generation of Failure Mode and Effects Analysis Using Large Language Models
Lecture notes in mechanical engineering·2025
Theoretical Analyses and Performance Comparison of Physics-Based, Data-Driven, and Hybrid Models for Digital Twin Applications in Manufacturing
2025Open Access
Wireless Networks-in-Network for Automation in Manufacturing
Lecture notes in mechanical engineering·2025
WITHDRAWN: Theoretical Analyses and Performance Comparison of Physics-Based, Data-Driven, and Hybrid Models for Digital Twin Applications in Manufacturing
2025Open Access
WITHDRAWN: Theoretical Analyses and Performance Comparison of Physics-Based, Data-Driven, and Hybrid Models for Digital Twin Applications in Manufacturing
2025Open Access
How to understand the role of human in digital twins: A digital triplet concept
Digital engineering.·2025· 1 citedOpen Access
Environmental impact of powder production for additive manufacturing: Carbon footprint and cumulative energy demand of gas atomization
Journal of Manufacturing Systems·2025· 8 citedOpen Access
Sensitivity analysis of the kinematic parameters during the industrial polishing process of ceramic floor tiles
Digital engineering.·2025· 3 citedOpen Access
Federated Learning in der Arbeitsplanung
Zeitschrift für wirtschaftlichen Fabrikbetrieb·2025Open Access
Environmental Impact of Powder Production for Additive Manufacturing: Carbon Footprint and Cumulative Energy Demand of Gas Atomization
2025Open Access
Selection of manufacturing processes using graph neural networks
Journal of Manufacturing Systems·2025· 11 citedOpen Access
Digital twins in manufacturing: a taxonomy for manufacturing applications
Digital Twin·2025· 1 citedOpen Access
Development of a Product-related automated Life Cycle Assessment method
Procedia CIRP·2025Open Access
Factory layout planning using quantum annealing
CIRP Annals·2025· 2 citedOpen Access
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Frequent Co-authors

Jan C. Aurich(44), Moritz Glatt(21), Bahram Ravani(13), Philipp Schworm(11), Jan Mertes(11), Xiangqian Wu(10), Li Yi(8), Marius Schmitz(8), Hans D. Schotten(7), Marcel Wagner(7), Daniel Lindenschmitt(5), Marco Hussong(4), Fábio José Pinheiro Sousa(4), Christian Schellenberger(4), Patrick Ruediger-Flore(3), Pascal Langlotz(3), Bernd Jähne(3), Shradha Ghansiyal(3), Peter M. Simon(3), Ricardo Halla(3)