ANN inverse analysis based on stochastic small-sample training set simulation. - Drahomír Novák; David Lehký (Eng. Appl. Artif. Intell., 2006)

Modeling of Environmental Effects on Bridge Components: Possibilities of Cellular Programming. - Jan Podrouzek; Drahomír Novák; Bretislav Teplý; Dita Vorechovská (ACRI, 2008)

Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation. - Drahomír Novák; Zbynek Kersner; Jiri Dolezel; David Lehký (CCA/ISIC, 2009)

Neural Network Based Damage Detection of Dynamically Loaded Structures. - David Lehký; Drahomír Novák (EANN, 2009)

Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches. - David Lehký; Ondrej Slowik; Drahomír Novák (AIAI, 2014)

FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis. - David Lehký; Zbynek Kersner; Drahomír Novák (Adv. Eng. Softw., 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)

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)

Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches. - David Lehký; Ondrej Slowik; Drahomír Novák (Adv. Eng. Softw., 2018)

Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation. - Ondrej Slowik; David Lehký; Drahomír Novák (LOD (1), 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)

On Taylor Series Expansion for Statistical Moments of Functions of Correlated Random Variables. - Lukás Novák; Drahomír Novák (Symmetry, 2020)

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)

Surrogate Modeling for Stochastic Assessment of Engineering Structures. - David Lehký; Lukás Novák; Drahomír Novák (LOD (2), 2022)

Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion. - Lukás Novák; David Lehký; Drahomír Novák (LOD (1), 2022)

A lightweight convolutional neural network-based model and system for defect detection and navigation on bridge road surface. - Ronghua Fu; Yufeng Zhang; Drahomír Novák; Alfred Strauss; Maosen Cao (Adv. Eng. Softw., 2025)