David Lehký

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

Drahomír Novák, David Lehký · Engineering Applications of Artificial Intelligence · 2006 · 94 citations

Ann Inverse Analysis, Engineering, Machine Learning +8

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

David Lehký, Ondřej Slowik, Drahomír Novák · Advances in Engineering Software · 2017 · 77 citations

Reliability, Reliability-based Design, Reliability Engineering +10

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

Maosen Cao, Lixia Pan, Yong Gao et al. · Neural Computing and Applications · 2015 · 76 citations

Parameter Identification, Engineering, Machine Learning +9

Stochastic fracture‐mechanical parameters for the performance‐based design of concrete structures

Thomas Zimmermann, David Lehký, Drahomír Novák et al. · Structural Concrete · 2014 · 45 citations · Full text

Engineering, Mechanical Engineering, Structural Performance +17

Modeling of degradation processes in concrete: Probabilistic lifetime and load-bearing capacity assessment of existing reinforced concrete bridges

Martina Šomodíková, David Lehký, Jiří Doležel et al. · Engineering Structures · 2016 · 44 citations

Reinforced Concrete Bridges, Bridge Design, Reliability Engineering +11