Where Fast Exploration Makes the Difference
Any problem where a single solver run takes too long to explore enough candidate shapes is a fit for our GPU surrogate pipeline.
Transonic Swept-Wing Trade Study
A commercial aerospace wing profile must balance cruise lift-to-drag, transonic wave drag, and structural spar thickness. Running 850 high-fidelity CFD variations traditionally requires over three weeks in high-performance compute queues.
Using QodeX AeroFlow AI and our quantum-inspired parameter optimizer, the engineering team evaluated all 850 geometries in under two hours, discovering a wing twist and camber combination that achieved an 8.7% reduction in cruise drag.
EV Battery Liquid Cold-Plate Optimization
High-power DC fast-charging pushes lithium-ion battery cells close to their critical thermal threshold. Sizing the cold-plate channel geometry requires balancing cell-to-cell temperature uniformity against coolant pressure drop.
Using QodeX ThermoCore, engineers swept through hundreds of serpentine rib geometries. The optimal candidate reduced peak cell temperatures by 9.4°C and cut coolant pumping parasitic power by 22.5%.
Additional Industry Capabilities
Structural Lightweighting (FEA)
Generative topology optimization with QodeX StressMatrix to cut component mass by up to 62% while adhering to additive manufacturing overhang and build-direction constraints.
Turbomachinery Aeroacoustics (NVH)
Simulating broadband noise and far-field sound pressure levels with QodeX AcousticWave to meet rigorous aircraft cabin and community noise certifications.
Marine & Hydrofoil Hydrodynamics
Simulating multiphase free-surface Kelvin wakes and cavitation inception on vessel hulls and hydrofoils with QodeX HydroDynamics.
Electromagnetic Transients & Grids
Modeling high-voltage Maxwell equations, transformer core flux saturation, and inverter harmonic distortion using QodeX PowerGrid Sim.
Have a custom engineering problem?
We are eager to partner on challenging pilot studies with forward-thinking engineering teams.
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