Drahomír Novák

According to our database, Drahomír Novák authored at least 15 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion.

Lukás Novák, David Lehký, Drahomír Novák

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Surrogate Modeling for Stochastic Assessment of Engineering Structures.

David Lehký, Lukás Novák, Drahomír Novák

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021

Identification of Damage on Sluice Hoist Beams Using Local Mode Evoked by Swept Frequency Excitation.

Qingyang Wei, Hao Xu, Yifei Li, Li Chen, Drahomír Novák, Li Cui, Maosen Cao

Sensors, 2021

2020

On Taylor Series Expansion for Statistical Moments of Functions of Correlated Random Variables.

Lukás Novák, Drahomír Novák

Symmetry, 2020

Enhanced Intelligent Identification of Concrete Cracks Using Multi-Layered Image Preprocessing-Aided Convolutional Neural Networks.

Ronghua Fu, Hao Xu, Zijian Wang, Lei Shen, Maosen Cao, Tongwei Liu, Drahomír Novák

Sensors, 2020

Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation.

Ondrej Slowik, David Lehký, Drahomír Novák

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2018

Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches.

David Lehký, Ondrej Slowik, Drahomír Novák

Adv. Eng. Softw., 2018

2017

Neural network ensemble-based parameter sensitivity analysis in civil engineering systems.

Maosen Cao, Lixia Pan, Y. F. Gao, Drahomír Novák, Z. C. Ding, David Lehký, X. L. Li

Neural Comput. Appl., 2017

2014

FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module.

Drahomír Novák, Miroslav Vorechovský, Bretislav Teplý

Adv. Eng. Softw., 2014

FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis.

David Lehký, Zbynek Kersner, Drahomír Novák

Adv. Eng. Softw., 2014

Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches.

David Lehký, Ondrej Slowik, Drahomír Novák

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2009

Neural Network Based Damage Detection of Dynamically Loaded Structures.

David Lehký, Drahomír Novák

Proceedings of the Engineering Applications of Neural Networks, 2009

Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation.

Drahomír Novák, Zbynek Kersner, Jiri Dolezel, David Lehký

Proceedings of the IEEE International Conference on Control Applications, 2009

2008

Modeling of Environmental Effects on Bridge Components: Possibilities of Cellular Programming.

Jan Podrouzek, Drahomír Novák, Bretislav Teplý, Dita Vorechovská

Proceedings of the Cellular Automata, 2008

2006

ANN inverse analysis based on stochastic small-sample training set simulation.

Drahomír Novák, David Lehký

Eng. Appl. Artif. Intell., 2006