Steffen Freitag

According to our database, Steffen Freitag authored at least 9 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Surrogate modeling for interactive tunnel track design using the cut finite element method.

Hoang-Giang Bui, Ba-Trung Cao, Steffen Freitag, Klaus Hackl, Günther Meschke

Eng. Comput., December, 2023

2020

Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters.

Steffen Freitag, Philipp Edler, Katharina Kremer, Günther Meschke

Int. J. Approx. Reason., 2020

Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling.

Ba-Trung Cao, Markus Obel, Steffen Freitag, Peter Mark, Günther Meschke

Adv. Eng. Softw., 2020

2016

A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling.

Ba-Trung Cao, Steffen Freitag, Günther Meschke

Adv. Model. Simul. Eng. Sci., 2016

2012

Structural Analysis with Fuzzy Data and Neural Network Based Material Description.

Wolfgang Graf, Steffen Freitag, Jan-Uwe Sickert, Michael Kaliske

Comput. Aided Civ. Infrastructure Eng., 2012

Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data.

Steffen Freitag

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

2011

Recurrent neural networks for fuzzy data.

Steffen Freitag, Wolfgang Graf, Michael Kaliske

Integr. Comput. Aided Eng., 2011

2010

Recurrent Neural Networks for Uncertain Time-Dependent Structural Behavior.

Wolfgang Graf, Steffen Freitag, Michael Kaliske, Jan-Uwe Sickert

Comput. Aided Civ. Infrastructure Eng., 2010

2008

Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour.

Steffen Freitag, Wolfgang Graf, Stephan Pannier, Jan-Uwe Sickert

Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008