Expertise
Expertise — physics and methods
Eight domains, developed as one coupled codebase. Each links to the methods, the projects where they were applied, and the publications behind them.
Physics and methods
CFD and turbulence
Large Eddy Simulation, ALE methods, fluid-structure interaction, multiphase flow
Structural and multibody mechanics
geometrically exact beams and shells, mortar contact, finite-strain plasticity
Pillar page ships in a later phase · structural-and-multibody
Thermo-mechanical manufacturing
computational welding mechanics, additive manufacturing, Goldak heat sources, element activation
Materials and phase-field
multi-phase-field solvers, grain structure evolution, solidification, CALPHAD coupling
Pillar page ships in a later phase · materials-and-phase-field
Electromagnetics and photonics
vector Maxwell curl-curl, Nédélec edge elements, metasurfaces, induction heating
Pillar page ships in a later phase · electromagnetics-and-photonics
1D networks and system modelling
transient pipe and river networks, reaction kinetics, device models, feedback control
Pillar page ships in a later phase · networks-and-systems
Optimisation and uncertainty quantification
design of experiments, metamodels, Pareto fronts, topology optimisation
Scientific AI and reduced models
physics-informed networks, DeepONet, Fourier neural operators, POD reduced-order models