Drahomír Novák

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 8

Top Topics

Image Preprocessing

Engineering Systems

Reliability Analysis

Nonlinear Finite Element

Top Venues

Adv. Eng. Softw.

Publications

David Lehký, Lukás Novák, Drahomír Novák
Surrogate Modeling for Stochastic Assessment of Engineering Structures. LOD (2) (2022)
Lukás Novák, David Lehký, Drahomír Novák
Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion. LOD (1) (2022)
Qingyang Wei, Hao Xu, Yifei Li, Li Chen, Drahomír Novák, Li Cui, Maosen Cao
Identification of Damage on Sluice Hoist Beams Using Local Mode Evoked by Swept Frequency Excitation. Sensors 21 (19) (2021)
Lukás Novák, Drahomír Novák
On Taylor Series Expansion for Statistical Moments of Functions of Correlated Random Variables. Symmetry 12 (8) (2020)
Ronghua Fu, Hao Xu, Zijian Wang, Lei Shen, Maosen Cao, Tongwei Liu, Drahomír Novák
Enhanced Intelligent Identification of Concrete Cracks Using Multi-Layered Image Preprocessing-Aided Convolutional Neural Networks. Sensors 20 (7) (2020)
Ondrej Slowik, David Lehký, Drahomír Novák
Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation. LOD (1) (2020)
David Lehký, Ondrej Slowik, Drahomír Novák
Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches. Adv. Eng. Softw. 117 (2018)
M. S. Cao, L. X. Pan, Y. F. Gao, Drahomír Novák, Z. C. Ding, David Lehký, X. L. Li
Neural network ensemble-based parameter sensitivity analysis in civil engineering systems. Neural Comput. Appl. 28 (7) (2017)
David Lehký, Zbynek Kersner, Drahomír Novák
FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis. Adv. Eng. Softw. 72 (2014)
David Lehký, Ondrej Slowik, Drahomír Novák
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches. AIAI (2014)
Drahomír Novák, Miroslav Vorechovský, Bretislav Teplý
FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module. Adv. Eng. Softw. 72 (2014)
David Lehký, Drahomír Novák
Neural Network Based Damage Detection of Dynamically Loaded Structures. EANN (2009)
Drahomír Novák, Zbynek Kersner, Jiri Dolezel, David Lehký
Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation. CCA/ISIC (2009)
Jan Podrouzek, Drahomír Novák, Bretislav Teplý, Dita Vorechovská
Modeling of Environmental Effects on Bridge Components: Possibilities of Cellular Programming. ACRI (2008)
Drahomír Novák, David Lehký
ANN inverse analysis based on stochastic small-sample training set simulation. Eng. Appl. Artif. Intell. 19 (7) (2006)