Work
Projects
CFD simulations, research investigations, and engineering tools I’ve built or am currently working on.
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Live tool
y+ Wall Distance Calculator
An interactive browser-based calculator for computing the required first cell height to achieve a target y+ value. Supports flat plate and pipe flow regimes.
Open tool →
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Published
Planar jet turbulence validation
Validation study of planar turbulent jet simulations investigating the structural limits of linear eddy-viscosity models through jet spread and centreline velocity decay.
Read writeup →
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Research
ML-based turbulence model discovery
Investigation into using symbolic regression to discover interpretable turbulence closure expressions for RANS simulations — machine learning that produces physics.
Read article →
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Planned
OpenFOAM vortex shedding case
Flow past a circular cylinder at Re = 100 using OpenFOAM, benchmarked against Strouhal number and drag/lift coefficient experimental data.
Coming soon