Drahomír Novák

16 papers C 1Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A lightweight convolutional neural network-based model and system for defect detection and navigation on bridge road surface.
Adv. Eng. Softw.
Ronghua Fu, Yufeng Zhang, Drahomír Novák, Alfred Strauss, Maosen Cao
2022 — conf
Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion.
LOD (1)
Lukás Novák, David Lehký, Drahomír Novák
2022 — conf
Surrogate Modeling for Stochastic Assessment of Engineering Structures.
LOD (2)
David Lehký, Lukás Novák, Drahomír Novák
2021 J jnl
Identification of Damage on Sluice Hoist Beams Using Local Mode Evoked by Swept Frequency Excitation.
Sensors
Qingyang Wei, Hao Xu, Yifei Li, Li Chen, Drahomír Novák, Li Cui, Maosen Cao
2020 — conf
Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation.
LOD (1)
Ondrej Slowik, David Lehký, Drahomír Novák
2020 J jnl
Enhanced Intelligent Identification of Concrete Cracks Using Multi-Layered Image Preprocessing-Aided Convolutional Neural Networks.
Sensors
Ronghua Fu, Hao Xu, Zijian Wang, Lei Shen, Maosen Cao, Tongwei Liu, Drahomír Novák
2020 J jnl
On Taylor Series Expansion for Statistical Moments of Functions of Correlated Random Variables.
Symmetry
Lukás Novák, Drahomír Novák
2018 J jnl
Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches.
Adv. Eng. Softw.
David Lehký, Ondrej Slowik, Drahomír Novák
2017 J jnl
Neural network ensemble-based parameter sensitivity analysis in civil engineering systems.
Neural Comput. Appl.
Maosen Cao, Lixia Pan, Y. F. Gao, Drahomír Novák, Z. C. Ding, David Lehký, X. L. Li
2014 J jnl
FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module.
Adv. Eng. Softw.
Drahomír Novák, Miroslav Vorechovský, Bretislav Teplý
2014 J jnl
FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis.
Adv. Eng. Softw.
David Lehký, Zbynek Kersner, Drahomír Novák
2014 Misc conf
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches.
AIAI
David Lehký, Ondrej Slowik, Drahomír Novák
2009 C conf
Neural Network Based Damage Detection of Dynamically Loaded Structures.
EANN
David Lehký, Drahomír Novák
2009 — conf
Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation.
CCA/ISIC
Drahomír Novák, Zbynek Kersner, Jiri Dolezel, David Lehký
2008 — conf
Modeling of Environmental Effects on Bridge Components: Possibilities of Cellular Programming.
ACRI
Jan Podrouzek, Drahomír Novák, Bretislav Teplý, Dita Vorechovská
2006 J jnl
ANN inverse analysis based on stochastic small-sample training set simulation.
Eng. Appl. Artif. Intell.
Drahomír Novák, David Lehký