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Transported Response Reduction: Moving Subspaces, History, and Geometric Memory

Paweł Nowak, Maciej Stachowiak

Published Oct 26, 2026• 0 citations
Publisher

Abstract

Effective descriptions are usually constructed after separating a system into observable and hidden sectors. When this decomposition itself varies with time or with an external parameter, ordinary differentiation mixes changes of the full operator with changes caused purely by the motion of the underlying subspaces. This work develops a covariant theory of response reduction for moving subspaces of a Hilbert space. Geometric transport is combined with operator reduction so that intrinsic variation of the system can be distinguished from variation induced by the moving visible–hidden splitting. The reduced response is then followed beyond a single instant, retaining information carried by its accumulated history. The analysis separates endpoint response, path-dependent correlations, and geometric memory. These objects need not determine one another. Singular transitions in the effective carrier and regulated families approaching such transitions are also incorporated into the same framework. The central conclusion is that an instantaneous reduced operator contains less information than the process by which it was obtained. Correlations between different stages of the evolution and geometric memory of the moving subspace remain invisible to purely local or scalar descriptions.

DOI
10.5281/zenodo.23661337

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Effective descriptions are usually constructed after separating a system into observable and hidden sectors. When this decomposition itself varies with time or with an external parameter, ordinary differentiation mixes changes of the full operator with changes caused purely by the motion of the underlying subspaces. This work develops a covariant theory of response reduction for moving subspaces of a Hilbert space. Geometric transport is combined with operator reduction so that intrinsic variation of the system can be distinguished from variation induced by the moving visible–hidden splitting. The reduced response is then followed beyond a single instant, retaining information carried by its accumulated history. The analysis separates endpoint response, path-dependent correlations, and geometric memory. These objects need not determine one another. Singular transitions in the effective carrier and regulated families approaching such transitions are also incorporated into the same framework. The central conclusion is that an instantaneous reduced operator contains less information than the process by which it was obtained. Correlations between different stages of the evolution and geometric memory of the moving subspace remain invisible to purely local or scalar descriptions.
Eliminating hidden degrees of freedom is often treated as a straightforward substitution problem. In infinite-dimensional systems, however, an effective response may remain well defined even when no hidden state realizes the corresponding extremal value, and several notions that coincide in finite dimensions can separate. This work develops an operator-theoretic framework for response reduction in Hilbert spaces that keeps these distinctions explicit. It studies hidden-sector elimination, singular limits, complex response correlations, and the relation between energetic and oriented reductions without assuming that conventional inverse or pseudoinverse formulas remain available. The framework also addresses approximation and regularization. Finite-dimensional truncations, singular hidden sectors, and successive reductions are compared at the operator level in order to determine which parts of the effective response remain stable and which require additional geometric information. The resulting picture separates effective value, attainability, solvability, orientation, and correlation structure. In infinite dimensions these are genuinely different layers of information, and a reduced description that preserves only one of them can miss features that survive in the full response.
We study when a reduced description preserves the response to an applied source. For systems defined by continuously differentiable state updates and observations a bounded surjective linear coarse map gives differentiable descent when the projected maps are constant on each fibre. Their common source response is then preserved on the invertible domain. For approximate descent an exact error identity separates defects in the update and source coupling from defects in the readout and direct term. Resolvent and contour estimates carry these errors and the displacement of the reference branch to visible poles and their residues at shifted critical roots. In a reciprocal Hilbert-space realisation an isolated finite-dimensional critical subspace with a positive crossing matrix has a positive-semidefinite finite-rank residue when the endpoint operator is self-adjoint and the complementary inverse is bounded. Source overlap determines its visible directions. Arithmetic and reflecting-heat examples separate stationary response preservation from memoryless dynamical closure. In the two-mode example pole displacement decays geometrically with the retained memory length. The residue error includes an additional factor of that length. For a matched vacuum covariance the residue is the zero-mass atom of its positive spectral measure. This identification uses the same physical projection and source pairing together with the continuation and subtraction conventions and endpoint matching.
On the Admissible Geometry of Physical Motion: Courant–Fischer Spectral Reduction, Self-Adjoint Transport, and the Reinterpretation of Randomness, Probability, and Superposition In this 90-page paper, we present a unified operator-theoretic framework for understanding physical motion across transport, stability, and quantum systems. Drawing from the mathematical lineage of Newton, Euler, Lagrange, Sturm–Liouville, Rayleigh–Ritz, Courant–Fischer, Koiter, and Schrödinger operator theory, the work argues that physically realized motion does not occupy the full formally accessible configuration space, but instead evolves only within admissible spectral manifolds selected by variational and self-adjoint operator geometry. We also develop a rigorous variational formulation in which entropy geometry, denoted by the field (S(x,t)), acts not as a classical measure of disorder, but as a geometric admissibility structure governing spectral realization. Within this framework, probability and superposition are not removed from physics, but are reinterpreted as residual structures supported on reduced admissible manifolds. The resulting operator law demonstrates that realized transport fields may be represented by a dramatically smaller number of admissible eigenmodes than the full numerical or statistical state-space traditionally assumed in classical stochastic transport theory. Using NASA Curiosity Radiation Assessment Detector (RAD) datasets from the Mars Science Laboratory cruise phase, the paper demonstrates that high-dimensional radiation transport repeatedly collapses into low-dimensional coherent occupancy structures. Spectral occupancy analysis reveals that realized transport concentrates into a small number of dominant admissible modes, implying that radiative motion is geometrically confined rather than broadly distributed across accessible LET space. These findings are interpreted through the mathematical structures of Sturm–Liouville spectral theory, Courant–Fischer minimax admissibility, Rayleigh–Ritz variational reduction, and Schrödinger localization theory. The manuscript further integrates nonlinear stability theory through the work of W. T. Koiter, demonstrating that admissibility restriction is already deeply embedded throughout classical continuum mechanics. By analyzing positive-definite energy functionals, second-variation structures, and admissible deformation manifolds, the paper shows that physical systems naturally restrict realizable motion through energetic geometry before probabilistic interpretation ever arises. This establishes a direct mathematical bridge between variational stability theory, operator localization, and constrained transport evolution. One of the central contributions of the work is the reinterpretation of randomness itself. Rather than treating randomness as a primitive ontological feature of nature, the paper proposes that randomness corresponds to unresolved or non-admissible geometric structure within the governing operator manifold. Under this interpretation, probability measures are supported only on admissible spectral sectors selected by self-adjoint variational evolution. The framework therefore unifies deterministic motion and residual probabilistic structure within a single operator-theoretic formulation. The work also consolidates and mathematically contextualizes a broader body of empirical investigations previously conducted by the authors across industrial CFD transport systems, structured heat transport, Navier–Stokes regularity, and quantum measurement theory. Across these independent physical domains, the same geometric phenomenon repeatedly emerged: the effective dimensionality of realized motion was dramatically smaller than the formally accessible state-space. The present paper provides the variational and spectral-theoretic explanation for this recurring empirical confinement structure. More broadly, the paper proposes that the history of mathematical physics has always implicitly pointed toward admissibility-constrained motion. From Newtonian mechanics and Hamiltonian conservation laws to Sturm–Liouville spectral realization, Rayleigh–Ritz minimization, Koiter stability theory, and Schrödinger operator localization, physical systems repeatedly evolve through constrained operator geometries rather than unconstrained stochastic occupation of all accessible states. The present work synthesizes these mathematical traditions into a unified framework suggesting that the reduction of probability space through admissible spectral geometry may constitute one of the foundational organizing principles underlying physical reality itself. At its deepest level, the paper argues that admissibility has always been the hidden organizing principle connecting the evolution of physical motion across seemingly disconnected domains of science. Newtonian trajectories are admissible paths determined by force geometry. Hamiltonian evolution confines motion to conserved energetic manifolds. Sturm–Liouville systems admit only boundary-compatible eigenfunctions. Rayleigh–Ritz and Galerkin theory restrict realizable solutions to admissible variational subspaces. Koiter stability theory permits only energetically realizable deformation fields. Schrödinger evolution itself unfolds within self-adjoint spectral sectors. The present framework identifies these not as isolated mathematical techniques, but as manifestations of a single underlying principle governing realized physical motion. Within this interpretation, the distinction traditionally drawn between classical determinism and quantum probability becomes substantially reduced. Classical mechanics, transport theory, elasticity, turbulence, and quantum evolution all emerge as different realizations of admissible operator evolution constrained by geometry, stability, and spectral realization. Probability therefore does not fundamentally replace determinism at microscopic scales; rather, residual probability appears precisely where admissibility geometry becomes unresolved, incomplete, or only partially observable within the governing operator manifold. The framework consequently proposes that deterministic evolution and probabilistic realization are not contradictory descriptions of nature, but different manifestations of the same underlying admissibility structure. The larger implication is the possibility of a unified theory of motion grounded not in unconstrained state enumeration, but in admissible spectral geometry itself. Across radiation transport, fluid mechanics, stability theory, quantum localization, thermodynamic transport, and variational mechanics, the same recurring mathematical structure appears: realized motion occupies only a reduced admissible manifold selected through self-adjoint variational evolution. The paper therefore suggests that the long-standing separation between classical and quantum descriptions of motion may ultimately be resolved through a unified operator-theoretic framework in which admissibility, rather than stochastic occupation, governs the evolution of physical systems across all scales of reality.
Programmable quantum simulators are beginning to access correlators of increasing complexity, ranging from four-point out-of-time-ordered correlators to even higher-order many-body correlators. The theoretical framework for interpreting such data, however, remains comparatively underdeveloped. Although a variety of higher-order correlators can be constructed straightforwardly, their physical meaning is often difficult to infer. A further complication is that different correlators are generally not independent: some may be mutually redundant, while others may encode genuinely distinct information. These features make it necessary to analyze correlators not as isolated quantities, but as a structured family. In this work, we develop a geometric framework for the collective analysis of higher-order correlator families. By representing correlators as inner products between operator words, we recast each family as a geometry in operator space. The key idea is to introduce conditioning subspaces that separate this geometry into reducible information, already explained by a chosen resolved sector, and irreducible information, encoded in the residual correlator geometry. Focusing on the latter component, we define irreducible volume profiles that quantify how broadly the unexplained part of a correlator family spreads over independent geometric directions. This perspective leads to several complementary forms of conditioning. Canonical conditioning optimally explains a correlator family. Targeted conditioning fixes the resolved sector to isolate a chosen physical feature. Krylov and cross conditioning extend the framework from a single correlator family to comparisons among correlator geometries. Our framework reveals irreducible structures hidden at the level of individual correlator values and establishes correlator geometry as a higher-level description of quantum many-body dynamics.
This work develops an operator-first framework for directional transport in which the primary mathematical objects are spectral projector bundles rather than individual trajectories, eigenvectors, or prescribed metrics. The central idea is that many geometric structures traditionally treated as fundamental—including transport metrics, curvature, persistence, and directional organization—can instead be reconstructed from the continuous evolution of admissible transport subspaces. The framework combines non-normal operator theory, Grassmannian geometry, spectral projectors, quantum geometric tensors, and geometric transport into a unified mathematical architecture. A hierarchy of progressively more stable invariants is developed, replacing fragile local descriptors with structurally persistent objects whenever degeneracies, Exceptional Points, or strong non-normal effects occur. The manuscript introduces the Hierarchy Principle of Structural Persistence, which formalizes this progression. Under appropriate spectral-separation and analytic hypotheses, unstable descriptors such as individual eigenvectors are replaced by higher-level invariant structures including Riesz projector bundles, Grassmannian continuation, and global spectral invariants. This provides a systematic framework for analyzing transport across singularities while preserving the underlying admissible subspace. Within this framework, intrinsic transport metrics and Berry curvature emerge naturally from projector evolution through the quantum geometric tensor, while semiclassical spectral methods connect discrete transport operators to continuum geometric invariants under stated convergence assumptions. The theoretical framework is illustrated across several settings, including: Non-normal transport operators and pseudospectral dynamics. Grassmannian projector geometry and principal-angle continuation. Exceptional Point regularization using Riesz projectors and contour methods. Relational multi-body transport and collision-induced refraction. Covariance transport in quantum heat engine experiments. Directional support geometry motivated by Kakeya-type transport constraints. Frequency-dependent transport and geometric interpretations of psychophysical color spaces. Rather than presenting these as unrelated applications, the manuscript shows how each example arises from the same operator-theoretic hierarchy. The resulting framework suggests that the intrinsic geometry governing admissible transport can be reconstructed from progressively more persistent operator invariants, providing a common mathematical language for transport, geometry, and spectral organization across a broad range of physical systems. If you find value in my work please share it. I hope this helps, please enjoy. JB
The Dirac Time programme begins from memory rather than from a metric, a clock or an assumed time coordinate. Its question is operational: what distinction must survive a change of description for a system to stay predictively distinguishable from what it has been? For a finite linear system with continuation map L and declared observation R, the state directions invisible to every future observation form a subspace N∞, and the quotient V/N∞ is the minimal autonomous predictive state. Dirac families then serve as controlled tests of what scalar spectra forget and spectral subspaces retain. Under a chiral symmetry every odd scalar-spectral record, including signed spectral flow and the eta invariant, vanishes, while the spectral projector keeps an orientation and carries holonomy. The intrinsic Grassmannian tensor Q(A,B) = Tr(Π A†B) supplies the geometry. Main results:- Spectral flow is an endpoint label exactly when every admitted loop carries zero flow. A covariant criterion decides when many internal clocks form one common time, and projector geometry alone cannot fix an absolute rate.- An exact equal-endpoint model in which a Wilson-loop phase absent from every present marginal returns in a later observable, with the history equivalence depending on the probe.- A finite memory engine in which retained state changes later work while the energy ledger closes. Under a declared slow-driving relaxation model, the friction on projector rotations is the intrinsic metric reweighted level pair by level pair, to first order in the driving rate.- For every torus knot T(p,q): on each irreducible SU(2) arc the peripheral law is L = (−1)^a M^(−pq), the arc ends are unit-circle roots of the Alexander polynomial, and the number of arcs over a meridian phase is half the Levine–Tristram signature, which is minus the Atiyah–Patodi–Singer ρ-invariant of the twisted odd signature operator of the zero-surgery. The Dirac-time arcs are the window on which this bulk eta ledger is nonzero, and chirality fixes its sign. A 13-crossing pair that agrees on the HOMFLY, Jones and Alexander polynomials and on Khovanov and knot Floer homology is separated on one such window.- The magnetic zero-mode electron seed has field B = 12 j_W and zero Pauli current, and no static magnetic zero mode is self-consistent. A candidate must carry a non-constant electric potential. The electron and Gigantefermion hypotheses stay outside the theorem layer. Time is proposed as a structure of typed pieces (orientation, local distinguishability, multi-time structure, predictive memory and synchronization), with duration a calibration and the arrow an additional dynamical cost. Files: the manuscript (PDF, 101 pages, and HTML) and the full research package, with every script and output needed to reproduce each computation, including the 13-crossing census.