. "The Bayesian inference provides a probabilistic description of the identified parameters, but the obtained distribution describes uncertainty in our knowledge of the deterministic values. In this contribution, we present a reformulation of the Bayesian inference to identify the parameters along with their variations in heterogeneous materials." . "8"^^ . . "RIV/68407700:21110/14:00220827!RIV15-MSM-21110___" . . "978-80-01-05569-4" . . "Parameter identification; Bayesian inference; Markov chain Monte Carlo; principal component analysis; heterogeneous materials"@en . . "Probabilistic parameter identification of heterogeneous viscoplastic material"@en . "\u010Cesk\u00E9 vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Praze" . "Probabilistic parameter identification of heterogeneous viscoplastic material" . "39682" . . "RIV/68407700:21110/14:00220827" . "Proceedings of the 5th Conference Nano & Macro Mechanics" . . . "P(GAP105/12/1146), S" . . . "Prague" . "Probabilistic parameter identification of heterogeneous viscoplastic material"@en . "21110" . . "Ku\u010Derov\u00E1, Anna" . . "Praha" . . "[0473D5FAFE58]" . . "Probabilistic parameter identification of heterogeneous viscoplastic material" . "Janouchov\u00E1, Eli\u0161ka" . . "1"^^ . . "http://mech.fsv.cvut.cz/nmm2014/cz/sbornik/" . . "3"^^ . . "The Bayesian inference provides a probabilistic description of the identified parameters, but the obtained distribution describes uncertainty in our knowledge of the deterministic values. In this contribution, we present a reformulation of the Bayesian inference to identify the parameters along with their variations in heterogeneous materials."@en . "S\u00FDkora, Jan" . . "2014-09-18+02:00"^^ .