TensorNet — Garden's Almanac

Garden's Almanac of Matter Models

Checkpoint	Params	Size	Polaris	Sophia	Perlmutter	Delta
tensornet-matpes-pbe-2025-2	0.8M		○	○	○	—

● verified, last 30 days ○ installed, not recently verified — not installed

No cluster has installed any checkpoint of this model yet.

References

Simeon, Guillem, de Fabritiis, Gianni, TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials, arXiv, 2023.

Position on the similarity map

TensorNet is highlighted. Neighbors are nearest-by-CKNNA on the selected reference dataset. Click any italic label to jump to that model.

Reference dataset

OMol25 OMat24 QM9 sAlex

Layout: umap (n_neighbors=10, min_dist=0.25, metric=precomputed, seed=0) on the cknna distance (1 - sim) at k=25 across 30 foundation models. Marker area scales with parameter count; hollow markers indicate a dens, direct, or invariant variant. Italic labels link to a catalogued model page. 30 models · 5 families

Layout: umap (n_neighbors=10, min_dist=0.25, metric=precomputed, seed=0) on the cknna distance (1 - sim) at k=25 across 33 foundation models. Marker area scales with parameter count; hollow markers indicate a dens, direct, or invariant variant. Italic labels link to a catalogued model page. 33 models · 6 families

Layout: umap (n_neighbors=10, min_dist=0.25, metric=precomputed, seed=0) on the cknna distance (1 - sim) at k=25 across 29 foundation models. Marker area scales with parameter count; hollow markers indicate a dens, direct, or invariant variant. Italic labels link to a catalogued model page. 29 models · 5 families