Physically Typed and Geometry-Aware Representations for Earth Foundation Models
The proposed gap is narrower and more defensible than claiming that current models ignore geometry entirely: several systems already respect spherical domain geometry, and emerging work explicitly learns scalar/vector fields on spheres.
Rajiv Ranjan
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