AWhat changed
Provides reusable parity-aware irreducible representations, spherical harmonics and trainable tensor-product primitives for assembling E(3)-equivariant networks.
Scientific scope
Provides reusable parity-aware irreducible representations, spherical harmonics and trainable tensor-product primitives for assembling E(3)-equivariant networks. 2022 arXiv source retains a January 2021 draft date; source version not backdated to a finalized journal article. Geiger and Smidt are its two source authors, not the entire predecessor-author union. Framework generality depends on valid representations and equivariant composition; no automatic physical accuracy or claim to invent representation theory. Bio/medical applications omitted.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. 2022 arXiv source retains a January 2021 draft date; source version not backdated to a finalized journal article. Geiger and Smidt are its two source authors, not the entire predecessor-author union. Framework generality depends on valid representations and equivariant composition; no automatic physical accuracy or claim to invent representation theory. Bio/medical applications omitted.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction