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GeoTransolver

Transolver that keeps the geometry in every layer

Paper title GeoTransolver: Learning Physics on Irregular Domains Using Multi-scale Geometry Aware Physics Attention Transformer

Adams et al. (NVIDIA) · Aero & CFD · Structures & crash · Public: code

Paper arXiv 2512.20399PDF

Adds to each Transolver block a cross-attention to a shared context built once from the geometry and the operating parameters (Mach, angle of attack, impact speed) with multi-scale ball queries in the style of DoMINO, so shape and regime information is re-read at every depth instead of only at the input.

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