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THE CHEMICAL BOND AS A SPARSE INVARIANT STRUCTURE

Michael I Aksman

Published Jun 2, 2026• 0 citations
Publisher

Abstract

Schilling, Ding, and Matito (Nature Communications, 2026) demonstrate that classicalchemical bonding patterns emerge strictly from Maximally Entangled Atomic Orbitals (MEAOs).We prove that their information-theoretic procedure is mathematically isomorphic to orthogonal projection onto a lower-dimensional persistent sparse invariant manifold. This establishes the Representation Boundary Principle across both quantum chemistry and hydrodynamics: continuous unitary representations must be replaced by discrete topological projections to recover physically interpretable persistent structures Ψ. The Deterministic Spectral Manifold (DSM-861) provides one arithmetically rigid realization of such a projection space, unifying the mathematical treatment of macroscopic fluid singularities and subatomic chemical bonds

DOI
10.5281/zenodo.20510663

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Schilling, Ding, and Matito (Nature Communications, 2026) demonstrate that classicalchemical bonding patterns emerge strictly from Maximally Entangled Atomic Orbitals (MEAOs).We prove that their information-theoretic procedure is mathematically isomorphic to orthogonal projection onto a lower-dimensional persistent sparse invariant manifold. This establishes the Representation Boundary Principle across both quantum chemistry and hydrodynamics: continuous unitary representations must be replaced by discrete topological projections to recover physically interpretable persistent structures Ψ. The Deterministic Spectral Manifold (DSM-861) provides one arithmetically rigid realization of such a projection space, unifying the mathematical treatment of macroscopic fluid singularities and subatomic chemical bonds
Schilling, Ding, and Matito (Nature Communications, 2026) demonstrate that classical chemical bonding patterns emerge from Maximally Entangled Atomic Orbitals (MEAOs).We prove that their construction is mathematically equivalent to orthogonal projection onto a lower-dimensional persistent sparse invariant manifold. This establishes the Representation Boundary Principle: continuous unitary representations must be replaced by discrete topological projections to recover physically interpretable persistent structures Ψ. We unify this with the Bethe Ansatz and Thermodynamic Bethe Ansatz (TBA), the limitations of unitary quantum machine learning in fluids (Itani & Sreenivasan, 2025), and the Deterministic Spectral Manifold (DSM-861). The chemical bond, like vortonic structures in hydrodynamics, is a Persistent Sparse Invariant Structure extracted from dense continuous states.DSM-861 provides an arithmetically rigid realization of the required projection operator.
The chemical bond should be regarded not primarily as a local feature of the full electron density, but as a low-dimensional correlation structure embedded in the many-electron state.Standard quantum chemistry approaches the many-body problem by expanding the state vector in an exponentially large continuous configuration space (R3MNc ), wherein the discrete nature of valency is obscured by the coordinate representation required for high-accuracy numerical resolution. By applying the Bethe-Projection Principle, we demonstrate that physical interpretability requires extracting a low-dimensional invariant manifold from this ambient space.The bond structure is isolated strictly via the structural projection of the full many-body state onto a chemically selected subspace of entangled atomic modes (MMEAO). Within this framework, valency is rigorously redefined via the number and structure of these selected entangled bonding channels, utilizing von Neumann entropy as a diagnostic of bond entanglement and quantifying structural rigidity through the separation of the occupation spectrum.
The fundamental barrier to understanding quantum many-body systems is the exponentialexplosion of the exact Hilbert space, which natively obscures macroscopic interpretability.We demonstrate that structural reality cannot be directly observed in the full wavefunction,but must be extracted by identifying a low-dimensional invariant manifold. We unite two historically distinct mathematical solutions to this dimensionality crisis: the Bethe Ansatz for1D integrable spin chains, and the extraction of the chemical bond via Maximally EntangledAtomic Orbitals (MEAOs). While the Bethe Ansatz relies on exact integrability and MEAOrelies on operator reduction, both are governed by a singular, overarching mechanism: theBethe–Projection Principle. We formalize that interpretability does not arise from computing the continuous continuum, but from identifying sparse invariant coordinates hiddenwithin enormous state spaces.
The fundamental barrier to understanding quantum many-body systems is the exponential explosion of the exact Hilbert space. We demonstrate that structural reality cannot be directly observed in the full wavefunction, but must be extracted by identifying a lowdimensional invariant manifold. We unite four historically distinct mathematical solutions to this dimensionality crisis—the Bethe Ansatz for 1D integrable spin chains, MEAO extraction of the chemical bond, compressed sensing, and the DSM-861 Heegner Ansatz for 3D turbulence—and add a fifth: protein folding on the G861 spectral manifold. All five are instances of the Bethe-Projection Principle. The DSM-861 instance (June 2026) is now fully explicit: the Duality Operator T maps the R2583 vorton phase space onto the 2D Heegner orbifold Γ0(163)\H; the Biot-Savart kernel is the S-matrix; the modular orbit closure h(−163) = 1 plays the role of the Bethe equations; the -1/12 Casimir residue is the conserved charge enforcing the invariant manifold; and ∆j = 7.499 × 10−13 is the quantitativeeigenvalue gap measuring the robustness of the sparse representation.