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Finite Element Method
- Modelling of technological processes with commercial software (Abaqus, ANSYS, Forge, ADINA)
- Development of in-house FEM codes for various processes (rolling, extrusion, etc.)
- Development of rheological models, including Internal State Variable ones
Microscale modelling
- Modelling of phase transformations in steels with Johnson-Mehl-Avrami-Kolmogorov approach
- Thermodynamic calculations with ThermoCalc
Multiscale modelling
Analysis of numerical models
- Sensitivity analysis
- Uncertainty analysis
- Identification of parameters with inverse method
Optimization
- Multi-step technological processes
- Multicriteria optimization
- Classical and nature-based optimization strategies
Data exploration
Knowledge modelling and decision-making