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Steffen Freitag

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Professor

Karlsruhe Institute of Technology

Germany

Research Interests

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Professors in Germany Professors in Structural Engineering Structural Engineering professors in Germany

Recent Grants

Grant: Close

Simulations- und monitoring-basierte Echtzeitsteuerung maschineller Tunnelvortriebe (T02#)

Open Date: 2021-01-01

Close Date:

Grant: Close

Optimization approaches for robust and durable reinforced concrete and fibre concrete structures under consideration of scale bridging polymorphic uncertainty modelling

Open Date: 2016-01-01

Close Date:

Grant: Close

Integrated Graduate School (MGK)

Open Date: 2014-01-01

Close Date: 2022-12-31

Grant: Close

Identification of Uncertain Dependencies with Methods of Artificial Intelligence for Prediction of Static and Dynamic Structural Behaviour

Open Date: 2011-01-01

Close Date: 2014-12-31

Grant: Close

Process-Oriented Simulation Models for Mechanized Tunneling (C01)

Open Date: 2010-01-01

Close Date: 2022-12-31

Articles (20)

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Collaborators (9)

Philipp Hagedorn

Ruhr-Universität Bochum

GERMANY

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Peter Mark

Ruhr-Universität Bochum

GERMANY

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Merita Tafili

Ruhr-Universität Bochum

GERMANY

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Markus Thewes

Professor for tunnelling and construction management

Ruhr-Universität Bochum

GERMANY

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Marc Wichern

Ruhr-Universität Bochum

GERMANY

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Günther Meschke

Advisory Professor

GERMANY

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Wiebke Baille

Ruhr-Universität Bochum

GERMANY

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Werner Wagner

Former Head of Department

Karlsruher Institut für Technologie

GERMANY

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Daniel Balzani

GERMANY

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Steffen Freitag

Research Interests

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Recent Grants

Articles (20)

Modular structures from reused elements

Probabilistic buckling analysis of suction bucket foundations for offshore wind turbines using non-homogeneous random fields

A new generalized displacement control for nonlinear spectral stochastic finite element problems

Computer Vision Methods for Data Preprocessing of Convolutional Neural Networks for Ultrasonic Guided Waves Damage Assessment

Transformer model for sensitivity analysis of steel and steel-fiber reinforced concrete beams

Prediction of the Chloride Ingress Resistance of Concrete Based on Non‐Destructive Tests in the Context of Structural Reuse

Concept for Monitoring-Based Stress Prediction in Structures by Means of Artificial Neural Networks and Synthetic Noise

Interactive real-time large-scale tunnel alignment design

Multiscale modeling of viscoelastic shell structures with artificial neural networks

ANN material modeling for SMA fibers enhanced with a physical constraint and its application to FE computations

Artificial neural networks for random fields to predict the buckling load of geometrically imperfect structures

A consistently linearized spectral stochastic finite element formulation for geometric nonlinear composite shells

Modulares Wiederverwenden von Bestandstragwerken

Optimization of Shell Structures with Fuzzy Probability‐Based Random Fields Using Artificial Neural Networks

Effective Material Modeling of Parameterizable Viscoelastic Shell Structures with Artificial Neural Networks

Methoden zur Bewertung abgebauter Stahlbetonelemente für deren Wiederverwendung

Structural topology optimization with simultaneous stress and displacement constraints considering multiple load cases

Structural Dynamic Analysis of a Propfan-Blade with Polymorphic Uncertain Parameters Focusing on Time-Variant Sensitivities

Digitalisierung im Tunnelbau – Planung, Ausführung, Betrieb

Simulation-based Optimal Sensor Placement in Tunnel Structures considering Uncertain in-situ Conditions and Multiple Loading Scenarios

Collaborators (9)

Philipp Hagedorn

Peter Mark

Merita Tafili

Markus Thewes

Marc Wichern

Günther Meschke

Wiebke Baille

Werner Wagner

Daniel Balzani

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