Ruhr University Bochum
Institute for Structural Mechanics

Universitätsstraße 150
44801 Bochum

Email:
Tel: 0234 /

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Lectures


  • Advanced Finite Element Methods
  • Angewandte Finite-Elemente-Methoden
  • Applied Finite Element Methods
  • Baustatik 1
  • Berechnungsmethoden in der Geotechnik
  • Computational Modeling of Membranes and Shells
  • Exercises in Advanced Finite Element Methods
  • FEM for Nonlinear Analyses of Inelastic Materials and Structures
  • Finite Element Method for Nonlinear Analysis of Inelastic Materials and Structures
  • Finite Element Methods in Linear Computational Dynamics
  • Finite Element Methods in Linear Structural Mechanics
  • Finite Elemente Methoden für geometrisch nichtlineare Strukturanalysen
  • Finite Elemente Methoden für nichtlineare Strukturanalysen
  • Finite-Elemente-Methoden in der linearen Strukturdynamik
  • Grundlagen der Tragwerksdynamik
  • Linear Finite Element Methods
  • Lineare Finite-Elemente-Methoden
  • Numerical Simulation in Geotechnics
  • Numerical Simulation in Tunneling
  • Numerische Simulation im Tunnelbau
  • Object-oriented Modelling and Implementation of Structural Analysis Software
  • Objektorientierte Modellierung und Programmierung der Finite-Elemente-Methode
  • Recent Advances in Numerical Modelling and Simulation
  • Seminar zur versuchsgestützten Schwingungsanalyse von Tragstrukturen
  • Statik und Tragwerkslehre A
  • Statik und Tragwerkslehre B
  • Übung und Seminar: nichtlineare Strukturanalysen im Ingenieurbau

Publications

2024
[ 1 ]Gottardi, N.; Freitag, S.; Meschke, G.
Real-time estimation of the structural utilization level of segmental tunnel lining
Underground Space (new), 2024
DOI ]
[ 2 ]Zendaki, Y.; Cao, B.T.; Alsahly, A.; Freitag, S.; Meschke, G.
A simulation-based software to support the real-time operational parameters selection of tunnel boring machines
Underground Space (China), 2024
DOI ]
[ 3 ]Yaman Zendaki; Ba‐Trung Cao; Janosch Stascheit; Abdullah Alsahly; Steffen Freitag; Ulrich Maidl; Günther Meschke
Coupling process controlling data and numerical simulation in mechanised tunnelling
Geomechanics and Tunnelling, 2024-06-11
DOI ]
2023
[ 4 ]Schoen, S.; Edler, P.; Meschke, G.; Freitag, S.
Durability analysis and optimization of a prestressed concrete bridge strengthened by a fiber reinforced concrete layer
Life-Cycle of Structures and Infrastructure Systems - Proceedings of the 8th International Symposium on Life-Cycle Civil Engineering, IALCCE 2023, 2023
DOI ]
[ 5 ]Alsahly, Abdullah; Bui, Hoang Giang; Heußner, Lukas; Jodehl, Annika; Williams Moises, Rodolfo Javier; Obel, Markus; Marcel Stepien; Andre Vonthron; Zendaki, Yaman; Steffen Freitag, et al.
Digital design in mechanized tunneling
Interaction modeling in mechanized tunneling, 2023
DOI ]
[ 6 ]Bui, Hoang Giang; Cao, Ba Trung; Steffen Freitag; Klaus Hackl; Guenther Meschke
Surrogate modeling for interactive tunnel track design using the cut finite element method
Engineering with computers, 2023-06-25
DOI ]
[ 7 ]Ba Trung Cao; Lukas Heußner; Annika Jodehl; Markus Obel; Yara Salloum; Steffen Freitag; Markus König; Peter Mark; Günther Meschke; Markus Thewes
Real-Time Simulation for Steering the Tunnel Construction Process
, 2023
DOI ]
[ 8 ]Steffen Freitag; Edler, Philipp; Guenther Meschke; Schoen, Stefanie
Artificial neural network surrogate modeling for uncertainty quantification and structural optimization of reinforced concrete structures
Proceedings in applied mathematics and mechanics, 2023-12-12
DOI ]
[ 9 ]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 ]
[ 10 ]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 ]
[ 11 ]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 ]
[ 12 ]Zendaki, Y.; Cao, B.T.; Alsahly, A.; Freitag, S.; Meschke, G.
TunAID-Interactive simulation-based tunnel track design tool for mechanized tunneling in urban areas
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 ]
2022
[ 13 ]Steffen Freitag; S. Peters; P. Edler; Guenther Meschke
Reliability-based Optimization of Structural Topologies using Artificial Neural Networks
Probabilistic Engineering Mechanics, 2022-03
DOI ]
[ 14 ]Cao, Ba Trung; Obel, Markus; Steffen Freitag; Heußner, Lukas; Guenther Meschke; Peter Mark
Real-time risk assessment of tunneling-induced building damage considering polymorphic uncertainty
ASCE ASME journal of risk and uncertainty in engineering systems / A, 2022
DOI ]
[ 15 ]P. Edler; S. Freitag; S. Schoen; G. Meschke
Adaptive Surrogate Modeling Approach for Structural Optimization Under Uncertainties
8th International Symposium on Reliability Engineering and Risk Management, 2022
DOI ]
[ 16 ]Freitag, S.; Peters, S.; Edler, P.; Meschke, G.
Reliability-based optimization of structural topologies using artificial neural networks
Probabilistic Engineering Mechanics, 2022
DOI ]
[ 17 ]Schoen, Stefanie; Edler, Philipp; Gudzulic, Vladislav; Guenther Meschke; Steffen Freitag
Optimization of the corrosion initiation time of RC structures considering uncertainties
Computational modelling of concrete and concrete structures, 2022-05-02
DOI ]
[ 18 ]Bui, Hoang Giang; Cao, Ba Trung; Alsahly, Abdullah; Steffen Freitag; Guenther Meschke
Real-time simulation-based interactive design for tunnel alignments
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 19 ]H.G. Bui; B.T. Cao; A. Alsahly; S. Freitag; Guenther Meschke
Real-time simulation-based interactive design for tunnel alignments
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 20 ]Steffen Freitag; Cao, Ba Trung; Obel, Markus; Peter Mark; Guenther Meschke; Heussner, L.
Risk assessment of tunneling induced building damage: a real-time prediction considering polymorphic uncertain data
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 21 ]H. G. Bui ; B.T. Cao; S. Freitag ; K. Hackl; Guenther Meschke
Simulation-based Tunnel Track Design using the Cut Finite Element Method
2022 Annual Conference of the UK Association for Computational Mechanics, 2022
DOI ]
[ 22 ]Y. Zendaki; B.T. Cao; A. Alsahly ; S. Freitag; Guenther Meschke
Simulation-based surrogate models for real-time tunnel lining behavior predictions
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 23 ]Zendaki, Yaman; Cao, Ba Trung; Alsahly, Abdullah; Steffen Freitag; Guenther Meschke
Simulation-based surrogate models for real-time tunnel lining behavior predictions
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 24 ]S. Freitag ; B.T. Cao; M. Obel; L. Heussner; P. Mark ; Guenther Meschke
Risk assessment of tunneling induced building damage: A real-time prediction considering polymorphic uncertain data
International Conference on Computational Methods and Information Models in Tunneling (EURO:TUN), 2022
DOI ]
[ 25 ]P. Edler; S. Freitag; S. Schoen; Guenther Meschke
Adaptive Surrogate Modeling Approach for Structural Optimization under Uncertainties
8th International Symposium on Reliability Engineering and Risk Management (ISRERM 2022), 2022
DOI ]
[ 26 ]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 ]
[ 27 ]Guenther Meschke; Bui, Hoang Giang; Cao, Ba Trung; Steffen Freitag; Klaus Hackl
Simulation-based Tunnel Track Design using the Cut Finite Element Method
Annual Conference of the UK Association for Computational Mechanics (UKACM 2022), 2022
DOI ]
[ 28 ]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 ]
[ 29 ]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 ]
[ 30 ]Breitenbücher, Rolf; Steffen Freitag; Markus König; Arash Alimardani Lavasan; Peter Mark; Guenther Meschke; Röttger, Arne; Salmen, Jan; Britta Schoesser; Markus Thewes, et al.
Überführung der Grundlagenforschung in tunnelbaupraktische Anwendungen
Tunnel, 2022
DOI ]
[ 31 ]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 ]
2021
[ 32 ]S. Freitag; S. Peters; P. Edler; Guenther Meschke
Topology Optimization with Polymorphic Uncertainties using Artificial Neural Networks
Proceedings of the 9th International Workshop on Reliable Engineering Computing (REC 2021), 2021
DOI ]
[ 33 ]Edler, Philipp; Steffen Freitag; Roskosch, Stefanie; Guenther Meschke
Shifted Interval Method - an efficient and robust Approach for Constraint Optimization considering Interval Parameters
UNCECOMP 2021: Uncertainty Quantification in Computational Sciences and Engineering, 2021
DOI ]
[ 34 ]P. Edler; S. Freitag; S. Roskosch ; Guenther Meschke
Shifted Interval Method - An efficient and robust Approach for Constraint Optimization considering Interval Parameters
Proceedings of the 4th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), 2021
DOI ]
[ 35 ]Steffen Freitag; Peters, Simon; Edler, Philipp; Guenther Meschke
Topology optimization with polymorphic uncertainties using artificial neural networks
REC 2021, 2021
DOI ]
[ 36 ]S. Roskosch ; S. Freitag; P. Edler; Guenther Meschke
Optimizing the concrete cover of RC structures considering polymorphic uncertainty in multiphysics simulations
Proceedings of the 4th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), 2021
DOI ]
[ 37 ]Ba-Trung Cao; Amal Saadallah; Alexey Egorov; Steffen Freitag; Günther Meschke; Katharina Morik
Online Geological Anomaly Detection Using Machine Learning in Mechanized Tunneling
Challenges and Innovations in Geomechanics, 2021
DOI ]
[ 38 ]Guenther Meschke; Thewes, Markus; Markus König; Peter Mark; Steffen Freitag; Cao, Ba Trung; Obel, Markus; Jodehl, Annika; Andre Vonthron; Yara Salloum, et al.
Echtzeitsimulationen zur vortriebsbegleitenden Prozesssteuerung
Tunnel, 2021
DOI ]
[ 39 ]Roskosch, Stefanie; Steffen Freitag; Edler, Philipp; Guenther Meschke
Optimizing the concrete cover of RC structures considering polymorphic uncertainty in multiphysics simulations
UNCECOMP 2021: Uncertainty Quantification in Computational Sciences and Engineering, 2021
DOI ]
2020
[ 40 ]Steffen Freitag; Edler, Philipp; Kremer, Katharina; Guenther Meschke
Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters
International journal of approximate reasoning, 2020
DOI ]
[ 41 ]Ba-Trung Cao; Markus Obel; Steffen Freitag; Peter Mark; Guenther Meschke
Real-time Reliability Analysis of Tunneling-induced Building Damage
Proceedings of The Seventh Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA2020), 2020
DOI ]
[ 42 ]; S. Freitag ; P. Edler; K. Kremer ; M. Hofmann ; G. Meschke
{Minimierung von Rissweiten in Stahlbetontragwerken unter Berücksichtigung polymorph unscharfer Parameter
Baustatik-Baupraxis 14, 2020-03-02
DOI ]
[ 43 ]Steffen Freitag; Kremer, Katharina; Edler, Philipp; Hofmann, Michael; Guenther Meschke
Structural reliability and durability assessment of reinforced concrete structures
Proceedings of the 29th European Safety and Reliability Conference, 2020-01-23
DOI ]
[ 44 ]Guenther Meschke; Steffen Freitag; Alsahly, Abdullah; Cao, Ba Trung
Computergestützte Simulationen im maschinellen Tunnelbau - vom Design zur Vortriebssteuerung
Berichte der Fachtagung Baustatik - Baupraxis 14 : 23. und 24. März 2020, Universität Stuttgart, 2020
DOI ]
[ 45 ]P. Edler; S. Freitag; Guenther Meschke
Combination of shifted interval method and multilevel surrogate modelling strategy for optimization problems considering polymorphic uncertainties
{7th International Symposium on Reliability Engineering and Risk Management (ISRERM 2020), 2020
DOI ]
[ 46 ]Steffen Freitag; Edler, Philipp; Kremer, Katharina; Hofmann, Michael; Guenther Meschke
Minimierung von Rissweiten in Stahlbetontragwerken unter Berücksichtigung polymorph unscharfer Parameter
Berichte der Fachtagung Baustatik - Baupraxis 14 : 23. und 24. März 2020, Universität Stuttgart, 2020
DOI ]
[ 47 ]Edler, Philipp; Steffen Freitag; Guenther Meschke
Combination of shifted interval method and multilevel surrogate modelling strategy for optimization problems considering polymorphic uncertainties
7th International Symposium on Reliability Engineering and Risk Management, 2020
DOI ]
[ 48 ]S. Freitag; S. Peters; P. Edler; Guenther Meschke
Artificial neural networks for topology optimization considering polymorphic uncertainty
6th GAMM AG Data Workshop -- Data-driven Modeling and Numerical Simulation of Microstructured Materials, 2020
DOI ]
[ 49 ]Steffen Freitag; Edler, Philipp; Roskosch, Stefanie; Guenther Meschke
Artificial neural network surrogate modeling for structural optimization under polymorphic uncertainty
, 2020
DOI ]
[ 50 ]Steffen Freitag; Peters, Simon; Edler, Philipp; Guenther Meschke
Artificial neural networks for topology optimization considering polymorphic uncertainty
6th GAMM AG Data Workshop, 2020
DOI ]
[ 51 ]Cao, B.T.; Obel, M.; Freitag, S.; Mark, P.; Meschke, G.
Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling
Advances in Engineering Software, 2020
DOI ]
2019
[ 52 ]Philipp Edler; Steffen Freitag; Katharina Kremer; Günther Meschke
Optimization Approaches for the Numerical Design of Structures Under Consideration of Polymorphic Uncertain Data
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2019-12-01
DOI ]
[ 53 ]Guenther Meschke; Steffen Freitag; Edler, Philipp; Kremer, Katharina; Hofmann, M.
Optimization of structures under consideration of polymorphic uncertain parameters
, 2019
DOI ]
[ 54 ]Kremer, Katharina; Edler, Philipp; Niklas Miska; Daniel Balzani; Steffen Freitag; Guenther Meschke; Leichsenring, Ferenc; Graf, Wolfgang; Kaliske, Michael
Modeling of structures with polymorphic uncertainties at different length scales
GAMM-Mitteilungen, 2019-03-08
DOI ]
[ 55 ]Edler, Philipp; Steffen Freitag; Guenther Meschke; Mäck, Markus; Caylak, Ismail; Hanss, Michael; Mahnken, Rolf; Penner, Eduard
Optimization with constraints considering polymorphic uncertainties
GAMM-Mitteilungen, 2019-03-12
DOI ]
[ 56 ]Steffen Freitag; Ba-Trung Cao; Günther Meschke
Real-Time Reliability Analysis in Mechanized Tunneling
Proceedings of the 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), 2019-05-26
DOI ]
[ 57 ]G. Meschke; B.T. Cao; S. Freitag; A. Egorov; A. Saadallah; K. Morik
Big data and simulation – A new approach for real-time TBM steering
Tunnels and Underground Cities: Engineering and Innovation meet Archaeology, Architecture and Art, 2019-04-17
DOI ]
[ 58 ]Freitag, S.; Cao, B.T.; Meschke, G.
Real-time reliability analysis in mechanized tunneling
13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019, 2019
DOI ]
[ 59 ]K. Kremer; P. Edler; S. Freitag; Guenther Meschke
Sub-Modeling Approach to Investigate the Cracking Behavior of Reinforced Concrete Structures Considering Polymorphic Uncertainty
Proceedings of the ECCOMAS Thematic Conference -- Computational Methods in Multi-Scale, Multi-Uncertainty and Multi-Physics Problems (CM4P), 2019
DOI ]
[ 60 ]Edler, Philipp; Steffen Freitag; Kremer, Katharina; Hofmann, Michael; Guenther Meschke
Optimization of reinforced concrete structures under consideration of scale bridging uncertainties
UNCECOMP 2019 - Uncertainty Quantification in Computational Sciences and Engineering, 2019
DOI ]
[ 61 ]P. Edler; S. Freitag; K Kremer; M. Hofmann; Guenther Meschke
Optimization of reinforced concrete structures under consideration of scale bridging uncertainties
Proceedings of the 3rd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 2019
DOI ]
[ 62 ]S. Freitag; P. Edler; K. Kremer; M. Hofmann; Guenther Meschke
Optimization of structures under consideration of polymorphic uncertain parameters
5th International Conference on Soft Computing and Optimization in Civil, Structural and Environmental Engineering (CIVIL-COMP-OPTI 2019), 2019
DOI ]
[ 63 ]Guenther Meschke; Kremer, Katharina; Edler, Philipp; Steffen Freitag
Sub-modeling approach to investigate the cracking behavior of reinforced concrete structures considering polymorphic uncertainty
Computational Methods in Multi-Scale, Multi-Uncertainty and Multi-Physics Problems, 2019
DOI ]
[ 64 ]B.T. Cao; M. Obel; S. Freitag; Guenther Meschke; P. Mark
Artificial neural networks for real-time prediction of soil-structure interaction in mechanized tunneling
5th International Conference on Soft Computing and Optimization in Civil, Structural and Environmental Engineering (CIVIL-COMP-OPTI 2019), 2019
DOI ]
[ 65 ]Steffen Freitag; Katharina Kremer; Philipp Edler; Michael Hofmann; Günther Meschke
Structural Reliability and Durability Assessment of Reinforced Concrete Structures
Proceedings of the 29th European Safety and Reliability Conference (ESREL), 2019
DOI ]
[ 66 ]Amal Saadallah; Alexey Egorov; Ba-Trung Cao; Steffen Freitag; Katharina Morik; Günther Meschke
Active Learning for Accurate Settlement Prediction Using Numerical Simulations in Mechanized Tunneling
Procedia CIRP, 2019
DOI ]
2018
[ 67 ]Obel, M.; Marwan, A.; Alsahly, A.; Freitag, S.; Mark, P.; Meschke, G.; Bochum, R.-U.
Damage assessment concepts for urban structures during mechanized tunneling,Schadensbewertungskonzepte für innerstädtische Bauwerke bei maschinellen Tunnelvortrieben
Bauingenieur, 2018
DOI ]
[ 68 ]Guenther Meschke; Steffen Freitag; Edler, Philipp; Kremer, Katharina; Kremer, K.
Surrogate modelling for solving optimization problems with polymorphic uncertain data
REC 2018, 2018
DOI ]
[ 69 ]Guenther Meschke; Steffen Freitag; Edler, Philipp; Kremer, Katharina
Optimization with polymorphic uncertainty models for the design of durable reinforced concrete structures
13th World Congress on Computational Mechanics, 2nd Pan American Congress on Computational Mechanics, 2018
DOI ]
[ 70 ]P. Edler ; S. Freitag; K. Kremer; Guenther Meschke
Optimization of Durability Performance of Reinforced Concrete Structures under Consideration of Polymorphic Uncertain Data
Proceedings of the joint ICVRAM ISUMA UNCERTAINTIES conference, 2018
DOI ]
[ 71 ]Guenther Meschke; Edler, Philipp; Steffen Freitag; Kremer, Katharina
Optimization of durability performance of reinforced concrete structures under consideration of polymorphic uncertain data
2018 ICVRAM-ISUMA-Uncertainties, 2018
DOI ]
[ 72 ]K. Kremer; P. Edler; S. Freitag ; M. Hofmann; Guenther Meschke
Numerical durability simulation of reinforced concrete structures under consideration of polymorphic uncertain data
Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision, Proceedings of the Sixth International Symposium on Life-Cycle Civil Engineering (IALCCE 2018), 2018
DOI ]
[ 73 ]S. Freitag; P. Edler; K. Kremer; Guenther Meschke
Optimization with Polymorphic Uncertainty Models for the Design of Durable Reinforced Concrete Structures
Proceedings of the 13th World Congress on Computational Mechanics (WCCM 2018), 2018
DOI ]
[ 74 ]Meschke, G.; Cao, B.T.; Freitag, S.
Reliability Analysis and Real-Time Predictions in Mechanized Tunneling
Resilience Engineering for Urban Tunneling, 2018
DOI ]
[ 75 ]B.T. Cao; A. Alsahly; S. Freitag; Guenther Meschke
Real-Time TBM Steering Assistance System using Numerical Simulation and Monitoring Data
Proceedings of the ITA-AITES World Tunnel Congress 2018 (WTC 2018), 2018
DOI ]
[ 76 ]Guenther Meschke; Cao, Ba Trung; Alsahly, Abdullah; Steffen Freitag
Real-time TBM steering assistance system using numerical simulation and monitoring data
ITA-AITES World Tunnel Congress 2018 (WTC 2018), 2018
DOI ]
[ 77 ]S. Freitag; P. Edler; K. Kremer; Guenther Meschke
Surrogate modelling for solving optimization problems with polymorphic uncertain data
Proceedings of the 8th International Workshop on Reliable Engineering Computing (REC 2018), 2018
DOI ]
[ 78 ]S. Freitag; B.T. Cao; J. Ninić; G. Meschke
Recurrent neural networks and proper orthogonal decomposition with interval data for real-time predictions of mechanised tunnelling processes
Computers and Structures, 2018-09
DOI ]
[ 79 ]Neu, Gerrit; Gall, Vojtech; Steffen Freitag; Guenther Meschke
Robust design of hybrid steel fiber reinforced concrete tunnel lining segments
Computational modelling of concrete structures, 2018-12-15
DOI ]
[ 80 ]Steffen Freitag; Edler, Philipp; Kremer, Katharina; Hofmann, Michael; Guenther Meschke
Optimization approaches for durable reinforced concrete structures considering interval and stochastic parameter uncertainty
Proceedings in applied mathematics and mechanics, 2018-12-17
DOI ]
[ 81 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
A fuzzy surrogate modelling approach for real-time predictions in mechanised tunnelling
International journal of reliability and safety, 2018
DOI ]
2017
[ 82 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
Real-time fuzzy analysis of machine driven tunneling
UNCECOMP 2017 - uncertainty quantification in computational sciences and engineering, 2017-10-03
DOI ]
[ 83 ]S. Freitag; K. Kremer; M. Hofmann; Guenther Meschke
Numerical Design of Reinforced Concrete Structures under Polymorphic Uncertain Conditions
Safety, Reliability, Risk, Resilience and Sustainability of Structures and Infrastructure, Proceedings of the 12th International Conference on Structural Safety and Reliability (ICOSSAR 2017), 2017
DOI ]
[ 84 ]Guenther Meschke; Steffen Freitag; Kremer, Katharina; Hofmann, Michael
Numerical design of reinforced concrete structures under polymorphic uncertain conditions
Safety, reliability, risk, resilience and sustainability of structures and infrastructure, 2017
DOI ]
[ 85 ]B.T. Cao; A. Egorov; S. Freitag; Guenther Meschke; K. Morik
Model Fusion for Settlement Prediction in Mechanized Tunneling
4th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques (MORTech 2017), 2017
DOI ]
[ 86 ]S. Freitag; B.T. Cao; Guenther Meschke
Surrogate Models for Real-Time Predictions in Mechanized Tunneling
GRK 1462 International Workshop on Coupled Numerical and Experimental Models in Structural Engineering, 2017
DOI ]
[ 87 ]S. Freitag; B.T. Cao; Guenther Meschke
Real-time reliability analysis in mechanized tunneling for surface settlement control
Proceedings of the 4th International Conference on Computational Methods in Tunneling and Subsurface Engineering (EURO:TUN 2017), 2017
DOI ]
[ 88 ]Steffen Freitag; Cao, Ba Trung; Guenther Meschke
Real-time reliability analysis in mechanized tunneling for surface settlement control
EURO:TUN 2017, 2017
DOI ]
[ 89 ]Guenther Meschke; Cao, Ba Trung; Steffen Freitag; Egorov, A.; Morik, K.
Model fusion for settlement prediction in mechanized tunneling
Proceedings of the 4th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques: (MORTech 2017), 2017
DOI ]
[ 90 ]Guenther Meschke; Kremer, Katharina; Steffen Freitag; Hofmann, Michael
Deterioration of reinforced concrete structures under consideration of polymorphic multiscale uncertainty modelling
UNCECOMP 2017 - uncertainty quantification in computational sciences and engineering, 2017
DOI ]
[ 91 ]K. Kremer; S. Freitag; M. Hofmann; Guenther Meschke
Deterioration of Reinforced Concrete Structures under consideration of Polymorphic Multiscale Uncertainty Modelling
Proceedings of the 2nd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2017), 2017
DOI ]
2016
[ 92 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
Real-time prediction of structural processes with polymorphic uncertain data
REC 2016, 2016
DOI ]
[ 93 ]Steffen Freitag; Guenther Meschke; Cao, Ba Trung; Alsahly, Abdullah
Numerical simulation of mechanised tunnelling processes with polymorphic uncertain data
Proceedings of the 2th World Congress on Computational Mechanics & The 6th Asia-Pacific Congress on Computational Mechanics, 2016
DOI ]
[ 94 ]Steffen Freitag; Alsahly, Abdullah; Guenther Meschke
Numerical reliability analysis of tunnel face stability with interval and fuzzy soil parameters
Structural reliability and its applications, 2016
DOI ]
2015
[ 95 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
Hybrid RNN-GPOD surrogate model for real-time simulations with uncertain data in mechanised tunnelling
Proceedings of the 3rd International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques, 2015
DOI ]
[ 96 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
Gappy POD based surrogate model for numerical simulations in mechanized tunneling
Proceedings of the 6th GACM Colloquium on Computational Mechanics 2015, 2015
DOI ]
[ 97 ]Guenther Meschke; Alsahly, Abdullah; Steffen Freitag; Ninic, Jelena; Gall, Vojtech Ernst; Cao, Ba Trung
Simulation based real time prognosis for mechanized tunneling
Proceedings of the 41st General Assembly and World Tunnel Congress of International Tunnelling and Underground Space Association ITA-AITES, 2015
DOI ]
[ 98 ]Freitag, S; Cao, B. T; Ninic, J; Guenther Meschke
Hybrid surrogate modelling for mechanised tunnelling simulations with uncertain data
International Journal of Reliability and Safety, 2015
DOI ]
[ 99 ]Guenther Meschke; Ninic, Jelena; Steffen Freitag; Cao, Ba Trung; Alsahly, Abdullah; Gall, Vojtech Ernst
Predictions of soil-structure interactions in mechanized tunnelling and TBM steering support
Proceedings of the 16th International Symposium of Macedonian Association of Structural Engineers (MASE 2016), 2015
DOI ]
[ 100 ]Steffen Freitag; Cao, Ba Trung; Ninic, Jelena; Guenther Meschke
Hybrid RNN-GPOD surrogate model for simulation and monitoring supported TBM steering
Proceedings of The Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering, 2015
DOI ]
2014
[ 101 ]Guenther Meschke; Steffen Freitag; Alsahly, Abdullah; Ninic, Jelena; Schindler, Steffen; Koch, Christian
Numerische Simulation maschineller Tunnelvortriebe in innerstädtischen Gebieten im Rahmen eines Tunnelinformationsmodells
Bauingenieur, 2014
DOI ]
[ 102 ]Guenther Meschke; Alsahly, Abdullah; Dang, Thai Son; Steffen Freitag; Gall, Vojtech; Ninic, Jelena; Stascheit, Janosch; Zhou, Meng-Meng
Numerische Simulation im Tunnelbau
Beton-Kalender, 2014
DOI ]
[ 103 ]Guenther Meschke; Steffen Freitag; Ninic, Jelena; Cao, Ba Trung
Numerische Simulation maschineller Tunnelvortriebe zur vortriebsbegleitenden Prognose von Steuerparametern
Berichte der Fachtagung Baustatik - Baupraxis 12, 2014
DOI ]
[ 104 ]Ninic, Jelena; Koch, Christian; Steffen Freitag; Guenther Meschke; Markus König; Universität Bochum. Subsurface Modeling and Engineering
Simulation- and monitoring-based steering for mechanized tunneling using project data of Wehrhahn-Linie
Proceedings of the jointly organized 11th World Congress on Computational Mechanics (WCCM XI), 5th European Congress on Computational Mechanics (ECCM V), 6th European Congress on Computational Fluid Dynamics (ECFD VI), 2014
DOI ]
[ 105 ]Steffen Freitag; Cao, Ba Trung; Ninic, Jelena; Guenther Meschke
Surrogate modeling for mechanized tunneling simulations with uncertain data
REC 2014, 2014
DOI ]
[ 106 ]Cao, Ba Trung; Steffen Freitag; Guenther Meschke
Steering of mechanized tunneling processes with hybrid surrogate models based on numerical and monitoring data
Proceedings of the jointly organized 11th World Congress on Computational Mechanics (WCCM XI), 5th European Congress on Computational Mechanics (ECCM V), 6th European Congress on Computational Fluid Dynamics (ECFD VI), 2014
DOI ]
[ 107 ]Guenther Meschke; Steffen Freitag; Alsahly, Abdullah; Ninic, Jelena; Schindler, Steffen; Koch, Christian
Numerical simulation in mechanized tunneling in urban environments in the framework of a tunnel information model
Bauingenieur, 2014
DOI ]
[ 108 ]Steffen Freitag; Cao, Ba Trung; Guenther Meschke
Numerical predictions of surface settlements in mechanized tunneling
Quantification, mitigation and management, 2014
DOI ]
2013
[ 109 ]Guenther Meschke; Steffen Freitag; Ninic, Jelena; Cao, Ba Trung
Simulations- und monitoring-basierte Prozesssteuerung im maschinellen Tunnelbau
Ingenieurwissen und Vorschriftenwerk, 2013
DOI ]
[ 110 ]Steffen Freitag; Stascheit, Janosch; Cao, Ba Trung; Guenther Meschke; Beer, M.; Phoom, K. K.
Konzepte fuer Zuverlaessigkeitsanalysen in mechanisierten Rohr-Untertunnelungen
Computational methods in tunneling and subsurface engineering, 2013
DOI ]
[ 111 ]Stascheit, Janosch; Steffen Freitag; Ninic, Jelena; Cao, Ba Trung; Guenther Meschke; Beer, Michael; Phoon, Kok Kwang
Concepts for reliability analyses in mechanised tunnelling: Part 2: application
Computational methods in tunneling and subsurface engineering, 2013
DOI ]
[ 112 ]Steffen Freitag; Stascheit, Janosch; Ninic, Jelena; Cao, Ba Trung; Guenther Meschke; Beer, Michael; Phoon, Kok Kwang
Concepts for reliability analyses in mechanised tunnelling: Part 1: Theory
Computational methods in tunneling and subsurface engineering, 2013
DOI ]