UniversalAGI

Physics AI Models & Datasets

Selected models and datasets

Model scope
  • Built for production-like SUVs and passenger vehicles across diverse body geometries.
  • Predicts surface pressure and wall shear stress, plus volume pressure and velocity fields, from a three-dimensional vehicle geometry.
  • Returns integrated drag and lift across inlet-velocity and air-density sweeps.
  • Supports specialization to a customer design space using additional simulation data.
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Dataset Sample Preview Modern SUV
Model scope
  • Built for launch-vehicle geometries and flight regimes from subsonic through hypersonic.
  • Predicts surface pressure and wall shear stress across geometry and operating-condition sweeps.
  • Returns integrated forces and moments for each operating point.
  • Evaluates conditions between selected reference simulations.
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Dataset Sample Preview Launch Vehicle
Model scope
  • Built for flying-wing and fixed-wing drone airframes, including attached and stalled flow.
  • Predicts surface pressure and wall shear stress from a three-dimensional airframe geometry.
  • Returns integrated loads and stability derivatives across incidence, sideslip, and control-deflection sweeps.
  • Supports specialization to a customer airframe family using additional simulation data.
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Dataset Sample Preview Long-distance Drone
Model scope
  • Built for transport and combat aircraft configurations across the cruise and maneuver envelope.
  • Predicts surface pressure and wall shear stress from a three-dimensional airframe geometry.
  • Returns integrated lift, drag, and moments across Mach-number and incidence sweeps.
  • Supports specialization to a customer airframe family using additional simulation data.
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Dataset Sample Preview Transport Airframe
Model scope
  • Built for appended hull geometries across calm-water operating conditions.
  • Predicts pressure, wall shear stress, free-surface behavior, sinkage, and trim.
  • Returns resistance and effective power for design-space exploration.
  • Supports specialization to a customer hull-design space using additional simulation data.
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Dataset Sample Preview Container Ship Hull
Model scope
  • Built for appended submarine hulls operating fully submerged.
  • Predicts surface pressure and wall shear stress over the hull, sail, and control surfaces.
  • Returns resistance, forces, and moments across speed, incidence, and drift-angle sweeps.
  • Supports specialization to a customer hull-design space using additional simulation data.
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Dataset Sample Preview Submarine Hull
Model scope
  • Built for hydrofoil craft across foil-borne and hull-borne operating conditions.
  • Predicts pressure, wall shear stress, and free-surface behavior with both phases resolved.
  • Returns lift, drag, and running attitude across speed and foil-setting sweeps.
  • Supports specialization to a customer foil-design space using additional simulation data.
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Dataset Sample Preview T-Foil