Engineering, Energy & AI Lab
Interactive engineering simulations and industrial digital twins
Scientific computing and applied AI, with a progressive learning path toward energy and nuclear technologies. Every number shown is produced by a documented, tested physics engine. Educational models — not certified for design, licensing or operation.
Industrial Pump Digital Twin
Centrifugal pump, VFD motor, control valve and instrumentation in 3D, driven by a verified hydraulic model (Darcy–Weisbach, Colebrook, pump/system curves, NPSH, rigid-column transient).
Heat Exchanger Digital Twin
Shell-and-tube cutaway with LMTD and ε-NTU methods.
Thermodynamics & Heat Transfer Lab
Conduction, convection, fins, transient cooling with analytical cross-checks.
Energy systems
PV + battery + grid digital twin, power-flow analysis, industrial energy dispatch.
Engineering Project Economics
CAPEX/OPEX, NPV/IRR, LCOE, WBS/CBS, earned value, SAP PS adapter interface.
Nuclear fundamentals & thermal cycle
Decay, activity, half-life; Rankine cycle visualiser with a generic heat source. Educational only.
Scientific ML & AI assistant
Surrogate models; local (Ollama) assistant that reads the validated simulation state.