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SHIFT-SUV

Scale-resolving simulations of morphed AeroSUV variants, at quarter and full scale

Luminary Cloud with Honda and NVIDIA · Aero & CFD

Data luminary-shift/SUV⁠

Transient DDES runs of thousands of variants of the FKFS AeroSUV, morphed with a deformation cage over design parameters informed by Honda, in estate and fastback form at quarter and full scale, with surface and volume fields.

Licence
CC BY-NC 4.0
Access
Gated on Hugging Face: access is granted on request
Cases
Thousands of AeroSUV variants in four campaigns: estate and fastback, each at quarter scale (50 m/s) and full scale (31.3 m/s)
Solver
Luminary Cloud
Fidelity
Transient DDES (scale-resolving)
Fields
Surface pressure and wall shear stress, volume pressure and velocity (instantaneous and time-averaged), lift and drag histories
Size
18.3 TB

Used by

  1. Paper · TransformersTransolver without attention — Does Transolver really need a Transformer?
  2. Paper · TransformersSMART — Mesh-free aerodynamic surrogates from raw geometry
  3. Paper · TransformersGeoTransolver — Transolver that keeps the geometry in every layer
  4. Paper · Latent modelsD-JEPA — One geometry latent, reused across flow conditions and physics
  5. News · ReleaseLuminary attaches calibrated 90% error bars to trained large physics models with a 166,000-parameter companion network
  6. News · ReleasePhysicsNeMo 2.1: one external-aerodynamics recipe for several datasets and models, GLOBE and out-of-distribution guardrails

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