Rafał F. Obrzud

Optimization framework for calibration of constitutive models enhanced by neural networks

Rafał F. Obrzud, L. Vulliet, Andrzej Truty · International Journal for Numerical and Analytical Methods in Geomechanics · 2008 · 31 citations

Engineering, Machine Learning, Mechanical Engineering +24

A combined neural network/gradient‐based approach for the identification of constitutive model parameters using self‐boring pressuremeter tests

Rafał F. Obrzud, L. Vulliet, Andrzej Truty · International Journal for Numerical and Analytical Methods in Geomechanics · 2008 · 23 citations · Full text

Engineering, Machine Learning, Mechanical Engineering +21

Improved Formulation of the Hardening Soil Model in the Context of Modeling the Undrained Behavior of Cohesive Soils

Andrzej Truty, Rafał F. Obrzud · Studia Geotechnica et Mechanica · 2015 · 19 citations · Full text

Engineering, Mechanical Engineering, London Clay +19

Numerical modeling and neural networks to identify model parameters from piezocone tests: II. Multi‐parameter identification from piezocone data

Rafał F. Obrzud, Andrzej Truty, L. Vulliet · International Journal for Numerical and Analytical Methods in Geomechanics · 2011 · 16 citations

Engineering, Mechanical Engineering, Neural Network +22

Numerical modeling and neural networks to identify model parameters from piezocone tests: I. FEM analysis of penetration in two‐phase continuum

Rafał F. Obrzud, Andrzej Truty, L. Vulliet · International Journal for Numerical and Analytical Methods in Geomechanics · 2010 · 12 citations

Engineering, Mechanical Engineering, Material Simulation +25