Werner Wagner

Werner Wagner is affiliated with the Karlsruhe Institute of Technology in Germany and has contributed to the field of engineering with a focus on civil and structural engineering, mechanics of materials, and related subfields. Their research portfolio includes 46 publications broadly categorized under engineering, with significant contributions to civil and structural engineering (19 publications), mechanics of materials (15 publications), statistics, probability and uncertainty (5 publications), materials chemistry (3 publications), and mechanical engineering (3 publications).

The main topics covered in Werner Wagner's work include composite structure analysis and optimization, structural health monitoring techniques, probabilistic and robust engineering design, topology optimization in engineering, composite material mechanics, elasticity and material modeling, and structural analysis and optimization.

Werner Wagner has published extensively in various venues, frequently contributing to:

• Computational Mechanics (8 publications)
• Brazilian Journal of Implantology and Health Sciences (4 publications)
• International Journal for Numerical Methods in Engineering (2 publications)
• Engineering Structures (1 publication)
• Advanced Modeling and Simulation in Engineering Sciences (1 publication)

Recent publications by Werner Wagner and collaborators include:

• "Constrained neural network training and its application to hyperelastic material modeling," 2021, Computational Mechanics
• "Physically enhanced training for modeling rate-independent plasticity with feedforward neural networks," 2023, Computational Mechanics
• "An improved quadrilateral shell element based on the Hu-Washizu functional," 2020, Advanced Modeling and Simulation in Engineering Sciences
• "An advanced shell model for the analysis of geometrical and material nonlinear shells," 2020, Computational Mechanics
• "Shell Buckling With Polymorphic Uncertain Surface Imperfections and Sensitivity Analysis," 2021, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering

Frequent collaborators include the following researchers, reflecting a collaborative approach across related topics and methodologies:

• Steffen Freitag (8 coauthored publications)
• Friedrich Gruttmann (6 coauthored publications)
• Marc Fina (6 coauthored publications)
• Patrick Weber (4 coauthored publications)
• Rafael Scaraboto (3 coauthored publications)

The research contributions by Werner Wagner emphasize the integration of advanced numerical methods and physical modeling with applications in engineering design, optimization, and material behavior analysis. Areas such as composite structure analysis and topology optimization are central themes, alongside the development of shell models for complex structural systems. The work also addresses uncertainties and robustness in engineering design, contributing towards improved reliability and performance assessment methodologies.