Ruhr University Bochum
Institute for Structural Mechanics

Universitätsstraße 150
44801 Bochum

Email:


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Lectures


  • UI Bachelor

  • Statik und Tragwerkslehre A (UI-B03)

  • BI Bachelor

  • Baukonstruktionen (BI-P05 - 122001)
  • Statik und Tragwerkslehre A (BI-11)
  • Statik und Tragwerkslehre B (BI-P15 -124004)

  • BI Master

  • AFEM - Angewandte statische und dynamische Tragwerkssimulationen (BI-WP06)
  • AFEM - Applied Finite Element Methods (BI-WP06)
  • IFEM - Inelastic Finite Element Methods for Structures (BI-WP59)
  • LFEM - Finite Elemente Methoden (BI-P08)
  • NFEM - Nonlinear Finite Element Methods for Structures (BI-WP05)
  • OFEM - Computational Structural Optimization (BI-W74, CE-WP35, SE-O-19)
  • PFEM - Programming the Finite Element Method (BI-W39)
  • RANMS - Recent Advances in Numerical Modelling and Simulation (BI-W35)
  • RFEM - Recent Advances in Numerical Modelling and Simulation (BI-W35)
  • SFEM - Computational Modeling of Membranes and Shells (BI-WP57)
  • TFEM - Transient Finite Element and Finite Difference Methods (BI-WP60)
  • UFEM - Uncertainty Quantification in FE Analyses with Surrogate Modeling (BI-WP58)

  • CompEng

  • AFEM - Applied Computational Simulations of Structures (CE-WP11)
  • Computational Modeling of Membranes and Shells (CE-WP16)
  • Finite Element Methods in Linear Structural Mechanics (CE-P05)
  • Inelastic Finite Element Methods for Structures (CE-WP06)
  • NFEM - Nonlinear Finite Element Methods for Structures (CE-WP04)
  • PFEM - Programming the Finite Element Method (CE-WP10)
  • RFEM - Recent Advances in Numerical Modeling and Simulation (CE-W04)
  • TFEM - Transient Finite Elemen and Finite Difference Methods (CE-WP30)
  • UFEM - Uncertainty Quantification in FE Analyses with Surrogate Modeling (CE-WP29)

  • Subsurface

  • AFEM - Applied Finite Element Methods (BI-WP06)
  • Finite Element Methods in Linear Structural Mechanics (SE-C2)
  • Inelastic Finite Element Methods for Structures (SE-CO-20)
  • NFEM - Nonlinear Finite Element Methods for Structures (SE-CO-23)
  • PFEM - Programming the Finite Element Method (128047)
  • RFEM - Recent Advances in Numerical Modeling and Simulation (129224)
  • TFEM - Transient Finite Element and Finite Difference Methods (126520)
  • UFEM - Uncertainty Quantification in FE Analyses with Surrogate Modeling (SE-O-17)

Publications

2026
[ 1 ]Nicola Gottardi; Steffen Freitag; Günther Meschke
Concept for Monitoring-Based Stress Prediction in Structures by Means of Artificial Neural Networks and Synthetic Noise
2026
[ DOI ]
2024
[ 2 ]Gottardi, N.; Freitag, S.; Meschke, G.
Real-time estimation of the structural utilization level of segmental tunnel lining
Underground Space (new), 2024
[ DOI ]
[ 3 ]Steffen Freitag; Nicola Gottardi; Guenther Meschke
Simulation-based Optimal Sensor Placement in Tunnel Structures considering Uncertain in-situ Conditions and Multiple Loading Scenarios
E-Journal of nondestructive testing, 2024
[ DOI ]
[ 4 ]Nicola Gottardi; Ba Trung Cao; Guenther Meschke; Steffen Freitag
Real-time stress field reconstruction in tunnel structures deploying an AI-FEM-based structural health monitoring framework considering uncertain parameters
2024
[ DOI ]
2023
[ 5 ]Gottardi, N.; Freitag, S.; Meschke, G.
Safety level assessment of segmental linings in rock
Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World- Proceedings of the ITA-AITES World Tunnel Congress, WTC 2023, 2023
[ DOI ]
[ 6 ]Gottardi, N.; Freitag, S.; Meschke, G.
Structural Utilization Prediction for the Health Monitoring of Tunnel Linings by Means of an Artificial Neural Network Ensemble
Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring, 2023
[ DOI ]
[ 7 ]Gottardi, Nicola; Steffen Freitag; Guenther Meschke
Structural stress prediction based on deformations using artificial neural networks trained with artificial noise
Proceedings in applied mathematics and mechanics, 2023-03-24
[ DOI ]
2022
[ 8 ]B. T. Cao; N. Gottardi ; S. Freitag; Guenther Meschke
Tunnel Lining Deformation Prediction Using Limited Measurements and Gappy Proper Orthogonal Decomposition
15th World Congress on Computational Mechanics (WCCM 2022), 2022
[ DOI ]
[ 9 ]N. Gottardi; S. Freitag; Guenther Meschke
Structural health assessment of segmental lining
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
[ DOI ]
[ 10 ]Gottardi, Nicola; Steffen Freitag; Guenther Meschke
Structural health assessment of segmental lining
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
[ DOI ]
[ 11 ]Cao, Ba Trung; Gottardi, Nicola; Steffen Freitag; Guenther Meschke
Tunnel lining deformation prediction using limited measurements and Gappy proper orthogonal decomposition
15th World Congress on Computational Mechanics (WCCM-XV), 8th Asian Pacific Congress on Computational Mechanics (APCOM-VIII), 2022
[ DOI ]