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2020 – today
- 2023
[j7]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): 4025-4043 (2023)- 2020
- [j6]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: 102869 (2020) - [j5]Steffen Freitag, Philipp Edler, Katharina Kremer, Günther Meschke:
Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters. Int. J. Approx. Reason. 119: 81-91 (2020)
2010 – 2019
- 2016
- [j4]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): 5:1-5:22 (2016) - 2012
- [j3]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): 640-654 (2012) - [c2]Steffen Freitag:
Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data. SUM 2012: 606-611 - 2011
- [j2]Steffen Freitag, Wolfgang Graf, Michael Kaliske:
Recurrent neural networks for fuzzy data. Integr. Comput. Aided Eng. 18(3): 265-280 (2011) - 2010
- [j1]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): 322-323 (2010)
2000 – 2009
- 2008
- [c1]Steffen Freitag, Wolfgang Graf, Stephan Pannier, Jan-Uwe Sickert:
Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour. SMPS 2008: 383-390
Coauthor Index
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