Material design, Structural design, Inverse problems, Derivative-free optimisation, Bayesian optimisation
Nonlocal damage models, Gradient-enhanced damage, Nonlocal model of integral-type, Ductile damage, Finite Element Method, Mesh dependency
Inverse problems, Derivative-free optimisation, Bayesian optimisation
Lattice structures, Size effects, FDM-based manufacturing, Three-point bending, DNS finite element models, multi-scale modelling
Material design, Structural design, Inverse problems, Derivative-free optimisation, Bayesian optimisation, Tchebycheff scalarisation
Adhesion, Coulomb Friction, Mortar method, Primal-Dual Active Set Strategy, Non-linear Complementary Functions, Semi-smooth Newton-Raphson Method.
Architected metamaterials, Deformation mode coupling, Additive manufacturing, Experimental validation, DNS models, FE2 multi-scale modelling
Multiscale Modelling, Contact, Computational Homogenisation, Roughness, Friction
Mean-field homogenization, Multiscale modeling, Computational homogenization, Method of Multiscale Virtual Power, Principle of Multiscale Complementary Virtual Power, Variational formulation
Contact dynamics, Implicit time-integration, Dual mortar method, Lagrange Multipliers, Spurious oscillations, Modified Mass Matrix
Second-order homogenisation, FE2, Multi-scale mesh-dependency, Strain localisation, RVE length, Multi-scale ductile damage, Nonlocal micro damage
Multi-scale Modelling, Finite Strains, Architected Materials, Coupling Deformation Mechanisms, Size Effects
inverse problems, Derivative-free optimisation, Bayesian optimisation, Full-field measurements, Finite Element Method, Parameter identification
Multi-scale modeling, Material design, PC/ABS polymer blends, finite element analysis, Inverse problem, Bayesian Optimization, Microstructure generation, MCDM, Functionally graded material optimization
Computational Mechanics, Constitutive modeling, Amorphous thermoplastics, High strain rate, Calibration, Finite strains, Visco-plasticity, Polycarbonate, Poly(methyl methacrylate)
Multi-scale modeling, Material design, PC/ABS polymer blends, Finite element analysis, Bayesian Optimization, Functionally graded material optimization
Crystal plasticity, Martensitic transformation, High-performance computing, Multi-scale modelling, Inverse problems, Model validation
