Steffen Freitag

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 4

Top Topics

Finite Element Method

Parameter Selection

Control Signals

Top Venues

Int. J. Approx. Reason.

Adv. Model. Simul. Eng. Sci.

Adv. Eng. Softw.

Publications

Hoang-Giang Bui, Ba-Trung Cao, Steffen Freitag, Klaus Hackl, Günther Meschke
Surrogate modeling for interactive tunnel track design using the cut finite element method. Eng. Comput. 39 (6) (2023)
Steffen Freitag, Philipp Edler, Katharina Kremer, Günther Meschke
Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters. Int. J. Approx. Reason. 119 (2020)
Ba-Trung Cao, Markus Obel, Steffen Freitag, Peter Mark, Günther Meschke
Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling. Adv. Eng. Softw. 149 (2020)
Ba-Trung Cao, Steffen Freitag, Günther Meschke
A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Wolfgang Graf, Steffen Freitag, Jan-Uwe Sickert, Michael Kaliske
Structural Analysis with Fuzzy Data and Neural Network Based Material Description. Comput. Aided Civ. Infrastructure Eng. 27 (9) (2012)
Steffen Freitag
Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data. SUM (2012)
Steffen Freitag, Wolfgang Graf, Michael Kaliske
Recurrent neural networks for fuzzy data. Integr. Comput. Aided Eng. 18 (3) (2011)
Wolfgang Graf, Steffen Freitag, Michael Kaliske, Jan-Uwe Sickert
Recurrent Neural Networks for Uncertain Time-Dependent Structural Behavior. Comput. Aided Civ. Infrastructure Eng. 25 (5) (2010)
Steffen Freitag, Wolfgang Graf, Stephan Pannier, Jan-Uwe Sickert
Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour. SMPS (2008)