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Papers matching “structural response prediction” 52

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A comparison of two neural network architectures for fast structural response prediction
2021 PAMM article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

4

citations
Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering
2021 Earthquake Engineering & Structural Dynamics article Engineering Seismic Performance and Analysis Open access

Denny Thaler, Marcus Stoffel, Bernd A. Markert, Franz Bamer

51

citations
A machine learning enhanced structural response prediction strategy due to seismic excitation
2021 PAMM article Engineering Seismic Performance and Analysis Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

7

citations
Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics
2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Leonard Elezaj, Franz Bamer, Bernd A. Markert

19

citations
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

Franz Bamer, Denny Thaler, Marcus Stoffel, Bernd A. Markert

15

citations
Accelerating the prediction of strain-rate effect for carbon/epoxy composites using constitutive Artificial Neural Networks (CANNs)
2026 Composite Structures article Engineering Mechanical Behavior of Composites Open access

Sanghyun Yoo, Ijaz Aslamsha, Dipankul Bhattacharya, Julia Kowalski, Nathalie Toso, Heinz F. Voggenreiter

0

citations
Shake-table testing of a stone masonry building aggregate: overview of blind prediction study
2023 Bulletin of Earthquake Engineering article Engineering Masonry and Concrete Structural Analysis Open access

Igor Tomić, Andrea Penna, Matthew J. DeJong, Christoph Butenweg, António A. Correia, Paulo Candeias, +35 more

38

citations
Parametric Design and Static Stiffness Prediction of Steel-reinforced Automotive Rubber Isolators
2026 International Journal of Structural Stability and Dynamics article Engineering Vibration Control and Rheological Fluids

Xiaoyu Luo, Zihan Fan, Mahfoud Samir, Qinming Zeng, Heng Wang, Jiang Cui, +2 more

0

citations
Broadband Response Enhancement of a Pitching Wave Energy Converter Using a Nonlinear Stiffness Mechanism Under Dry Friction Effects
2025 Energies article Engineering Wave and Wind Energy Systems Open access

Braulio Neira, Fabián Gonzalo Pierart, Claudio Villegas, Cristian Cifuentes, Gonzalo Tampier, Burkhard J. Corves, +1 more

1

citations
A machine-learning-based approach for railway excitation force prediction
2026 Railway Sciences article Engineering Railway Engineering and Dynamics Open access

Hauke Gerjet Schmidt, Gang Chen, Guozhen Jing, Daniel Zinken

0

citations
Systematic Mix Design Study on Geopolymers—Prediction of Compressive Strength
2023 Buildings article Engineering Concrete and Cement Materials Research Open access

Henning Kruppa, Anya Vollpracht

9

citations
A novel approach for the estimation of seismic drift capacity in unreinforced masonry (URM) shear walls based on governing structural parameters
2026 Bulletin of Earthquake Engineering article Engineering Masonry and Concrete Structural Analysis Open access

Nisrein Mukattash, Christoph Butenweg, Thomas Kubalski, Sven Klinkel

0

citations
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
2024 Materials & Design article Engineering Cellular and Composite Structures Open access

Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols

21

citations
Real-Time Monitoring of Thermal Response and Life-Time Varying Parameters in Power Modules
2020 IEEE Transactions on Industry Applications article Engineering Silicon Carbide Semiconductor Technologies

Christoph H. van der Broeck, Timothy A. Polom, Rik W. De Doncker

49

citations
Optimization of alkali-ethanol fractionation of Miscanthus using response surface methodology
2026 Frontiers in Chemical Engineering article Engineering Biofuel production and bioconversion Open access

Halim Choo, Niclas Conen, Moritz Doeker, Ralf Pude, Holger Klose, Andreas Jupke

1

citations
Fatigue Assessment of Quenched and Tempered Steels Based on Temperature and Micro-Magnetic Measurements
2025 Research and Review Journal of Nondestructive Testing article Engineering Non-Destructive Testing Techniques Open access

Srinivasa Raghavan Raghuraman, Jonas Anton Ziman, Fabian Weber, Ayush Shrivastava, Alexander Gramlich, Ulrich Krupp, +1 more

1

citations
Fictitious Rough Crack Model (FRCM): A Smeared Crack Modelling Approach to Account for Aggregate Interlock and Mixed Mode Fracture of Plain Concrete
2020 Materials article Engineering Structural Behavior of Reinforced Concrete Open access

Jan Ungermann, Viviane Adam, Martin Claßen

24

citations
Evaluation of surface and volume damages under HCF and VHCF loading for quenched and tempered steels
2025 Procedia Structural Integrity article Engineering Fatigue and fracture mechanics Open access

Srinivasa Raghavan Raghuraman, Ayush Shrivastava, Alexander Gramlich, Ulrich Krupp, P. Starke

1

citations
Hierarchical model predictive vibration control for high‐rise structures using semi‐active tuned liquid column damper
2022 Structural Control and Health Monitoring article Engineering Vibration Control and Rheological Fluids Open access

Markus Zimmer, Simon Moritz, Okyay Altay, Dirk Abel

17

citations
Model Predictive Control for Fast Frequency Control in Hybrid Renewable Plants: Increasing Robustness Through Enhanced Model Observability
2026 IEEE Open Journal of Industry Applications article Engineering Microgrid Control and Optimization Open access

Tobias Heins, Mirko Ginocchi, Antonello Monti

0

citations
Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An artificial intelligence model for virtual reality simulation
2026 Interdisciplinary CardioVascular and Thoracic Surgery article Engineering Mechanical Circulatory Support Devices Open access

Samuel A Max, Mounir Bourass, Andre van der Mee Mendes, Daniel Van Der Mee Mendes, Bram Schalkwijk, Zaheer U.D. Babar, +11 more

1

citations
Optimization of Single Pulse Control based on Design of Experiments for Switched Reluctance Machines
2021 IEEJ Journal of Industry Applications article Engineering Electric Motor Design and Analysis Open access

Đức Anh Phạm, Leo Vijay Pugazhenthi, Georg Tobias Götz, Rik W. De Doncker

1

citations
Experimental and numerical investigations of the shear performance of reinforced concrete deep beams strengthened with hybrid SHCC-mesh
2024 Case Studies in Construction Materials article Engineering Structural Behavior of Reinforced Concrete Open access

Ahmed A. Hamoda, Mohamed Ghalla, Saad A. Yehia, Mizan Ahmed, Aref A. Abadel, Abedulgader Baktheer, +1 more

51

citations
The hydro-mechanical interaction in novel polyurethane-bound pervious pavement by considering the saturation states in unbound granular base course
2021 International Journal of Pavement Engineering article Engineering Geotechnical and construction materials studies Open access

Guoyang Lu, Haopeng Wang, Yuqing Zhang, Pengfei Liu, Dawei Wang, Markus Oeser, +1 more

33

citations
A thermodynamic framework for multisolid wax precipitation and reversible hardening in asphalt binders
2026 Road Materials and Pavement Design article Engineering Asphalt Pavement Performance Evaluation

Dong Feng

0

citations