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

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)

Fracture properties of cement and alkali activated fly ash based concrete with application to segmental tunnel lining. - Michal Sejnoha; Miroslav Broucek; Eva Novotná; Zbynek Kersner; David Lehký; P. Frantík (Adv. Eng. Softw., 2013)

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)

Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model. - David Lehký; Martina Somodíková (EANN, 2015)

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 calculation of time-consuming problems using a small-sample artificial neural network-based response surface method. - David Lehký; Martina Somodíková (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)

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 utilization of the inverse response surface method for the reliability-based design of structures. - David Lehký; Martina Somodíková; Martin Lipowczan (Neural Comput. Appl., 2022)