Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Deterministic Quantum Field Collapse via Infinite Fractal Descent: Mathematical Modeling and Volumetric Visualization

Enkhamgalan Nasanjargal

Published Mar 23, 2026• 0 citations
Publisher

Abstract

The interpretation of wavefunction collapse remains the most significant conceptual discontinuity between the probabilistic framework of quantum mechanics and the smooth, continuous geometric curves described by general relativity. Standard quantum mechanical interpretations, spearheaded by the Copenhagen school, posit an instantaneous, non-unitary reduction of a state vector |ψ⟩ upon the act of measurement. This statistical "jump," while computationally effective for predicting probability amplitudes, lacks a rigorous physical mechanism and introduces the measurement problem—a fundamental barrier to a unified physical theory. The Infinite Fractal Descent (IFD) framework proposes an alternative deterministic model where this perceived probabilistic collapse is redefined as a continuous, geometric routing of energy across scale-invariant hierarchies. By modeling quantum states as volumetric geometric structures spanning multiple fractal scales—from the macro-environment to the sub-particle limit—the IFD framework provides a pathway to resolving the measurement problem through topological alignment rather than stochastic chance.

DOI
10.5281/zenodo.19174278

Related papers

The Geometric Solution to the Measurement Problem: Wave Function as an Iterative Artifact of Infinite Fractal Descent (IFD)

Enkhamgalan Nasanjargal

For nearly a century, the epistemological and ontological foundation of theoretical physics has rested upon an uneasy, albeit mathematically functional, compromise. Since the formalized conclusion of the Bohr-Einstein debates at the Solvay Conferences of the late 1920s, Standard Quantum Mechanics (SQM) has relied heavily on the probabilistic interpretation of the wave function () to model the sub-atomic world [User Query]. The Copenhagen interpretation, championed by Niels Bohr and Werner Heisenberg, posited that at the fundamental level, the universe does not possess definitive physical properties prior to the act of measurement. Instead, particles exist in a superposition of all possible states, governed by a probability density that only "collapses" into a single reality upon observation.

•Mar 23, 2026•0 citations

The Kinematic Phase Transition: Deriving Wave-Particle Duality from the Fractal Density Constant ()

Enkhamgalan Nasanjargal

For nearly a century, the standard formulation of quantum mechanics has relied upon the probabilistic interpretation of physical states, fundamentally utilizing the wavefunction () to describe the position, momentum, and state of sub-atomic entities as a distribution of statistical likelihoods. The Copenhagen interpretation, which posits that physical systems do not possess definite properties prior to measurement, has served as the operational foundation of modern quantum physics. However, this stochastic abstraction has persistently generated profound epistemological and physical paradoxes, most notably the unresolved nature of wavefunction collapse and the mathematical friction encountered when attempting to unify quantum mechanics with the deterministic, continuous manifold of general relativity.

•Mar 25, 2026•0 citations

Geometric Determinism: Reframing Quantum Noise as the Deterministic Baseline of Infinite Fractal Descent

Enkhamgalan Nasanjargal

A foundational tenet of standard quantum mechanics—a paradigm that has dominated theoretical physics since the early twentieth century—is the presumed existence of true, fundamental randomness at the smallest observable scales.1 Traditionally characterized by Heisenberg's Uncertainty Principle and conceptually modeled as a chaotic "quantum foam," the universe at the Planck length is theorized to dissolve into an unpredictable, boiling void.1 Under the orthodox Copenhagen interpretation, as well as many subsequent derivative models, the universe at its deepest ontological level is fundamentally non-deterministic.1 Events at this scale are said to occur strictly in accordance with statistical likelihoods rather than rigid causality; physical properties are considered undefined prior to the act of measurement, and the collapse of the wave function is treated as an irreducible, inherently stochastic process.

•Apr 9, 2026•0 citations

Quantum Computational Applications of Infinite Fractal Descent in Macroscopic Earth Systems

Enkhamgalan Nasanjargal

Classical geophysical models frequently fail to provide deterministic predictions for macroscopic geological ruptures—such as mega-quakes or caldera collapses—due to the non-linear, chaotic variables inherent in planetary thermodynamics. While ionospheric precursor models have achieved weighted F1 scores of approximately 71%, they remain sensitive to temporal validation and cross-regional consistency.1 This paper proposes a fundamental architectural shift using the Infinite Fractal Descent (IFD) framework. By modeling geological systems as scale-invariant structures governed by -fractal harmonics, and utilizing state-driven Quantum Neural Networks (QNNs), we establish a pathway for pinpointing exact critical rupture times () through quantum phase estimation.

•Feb 20, 2026•0 citations

Observation as Resonant Selection: A Physical Mechanism for Wavefunction Collapse

Charles Young

The quantum measurement problem — the question of what physically occurs when a quantum system yields a definite outcome upon measurement — has remained unresolved since von Neumann's formalization of quantum mechanics in 1932. Existing interpretational frameworks each address aspects of this problem while leaving a specific mechanistic gap unfilled. The Copenhagen interpretation declares collapse without explaining it. The many-worlds interpretation removes collapse but cannot specify the preferred measurement basis. Pilot wave theory identifies a guiding field without identifying what it is. Relational quantum mechanics correctly describes the relational structure of measurement outcomes without specifying the physical process by which relational facts are established. Decoherence theory specifies which outcomes are available through environmental selection without explaining which outcome actually occurs. In each case the effect of measurement is described with precision while the mechanism remains absent. This paper proposes that the Dimensional Evolution geometric framework provides that mechanism. Wavefunction collapse is resonant selection — the stabilization of a specific harmonic configuration when an observer's resonance structure synchronizes with a quantum system's scan traversal through a completed entropic pathway. This is not a metaphysical claim. It is a physically grounded geometric process from which the measurement postulates of standard quantum mechanics emerge as derived consequences rather than foundational axioms. The Born rule reflects the fractal exponential geometry of the coherence manifold. The preferred basis is geometrically specified by observer-system resonance compatibility. The measurement cut dissolves into a continuous spectrum of resonance stability requiring no quantum-classical boundary. The definite outcome problem is resolved by resonant synchronization completing — a deterministic geometric event whose apparent randomness reflects incomplete knowledge of resonance conditions rather than fundamental indeterminacy. The paper maps DE's resonant selection mechanism against each major interpretation, identifying precisely where DE does explanatory work each interpretation cannot. Three testable experimental predictions are proposed — geometry-dependent collapse timing, resonance-bandwidth-dependent outcome distributions, and a geometric memory effect in measurement apparatus — each grounded in physical principles confirmed at other scales and each distinguishable from standard quantum mechanical and decoherence predictions. The implications of this account for the Heisenberg uncertainty relation are identified as a priority for subsequent formal development.

•May 30, 2026•0 citations

The Topological Mechanism of Wave Function Collapse A Three-Level Scale of Reality, Dynamic Jacobian, and 5D Information Sink

Pavel Trojan

Attention: This version is preliminary and contains errors that will be corrected in subsequent publications. The measurement problem (wave function collapse) remains one of the most profound unresolved mysteries in quantum mechanics. The standard Copenhagen interpretation postulates an instantaneous reduction of the state upon observation, without providing a physical mechanism. We propose a rigorous topological solution within the Fractal Quantum Holographic Paradigm (FQHP). The mathematical framework is rooted in the Trojan–Hopfield–Zi (THZ) action, whose generalized fractal measure dμ_D generates a dynamic Jacobian J(ρ_φ) = (1 − ρ_φ / c²)^(−1). We introduce a three-level scale of reality defined by the dimensionless information load parameter η_rend = ρ_φ / ρ_crit: η_rend ≲ 0.048 — quantum superposition (wave regime). η_rend = 1.048 — collapse point (topological bifurcation). η_rend ≫ 1.048 — macroscopic classicality (particle regime). We prove that the collapse mechanism is not a mysterious act of observation, but a physical process driven by the interaction of the quantum system with radiation (photons, detectors), which raises the local information density to the critical threshold η_rend = 1.048. The dynamic Jacobian creates an information bottleneck on the 1.048-dimensional interface, forcing the system to choose a single state. We show that the observer effect is not a result of consciousness, but of exposing a previously isolated quantum system to the general environmental background (the φ-channel). This resolves the paradox of Schrödinger's cat without invoking consciousness or hidden variables. The theory makes five falsifiable predictions: (1) an upper bound on the speed of quantum correlations V_χ > 10^12 c; (2) a resonance anomaly at λ = 2.6 nm; (3) a strict collapse scale at η_rend = 1.048; (4) the collapse time τ_collapse ∝ 1/η_rend; and (5) a deviation in dark matter halo profiles at r < 100 pc.

•Jul 28, 2026•0 citations
The interpretation of wavefunction collapse remains the most significant conceptual discontinuity between the probabilistic framework of quantum mechanics and the smooth, continuous geometric curves described by general relativity. Standard quantum mechanical interpretations, spearheaded by the Copenhagen school, posit an instantaneous, non-unitary reduction of a state vector |ψ⟩ upon the act of measurement. This statistical "jump," while computationally effective for predicting probability amplitudes, lacks a rigorous physical mechanism and introduces the measurement problem—a fundamental barrier to a unified physical theory. The Infinite Fractal Descent (IFD) framework proposes an alternative deterministic model where this perceived probabilistic collapse is redefined as a continuous, geometric routing of energy across scale-invariant hierarchies. By modeling quantum states as volumetric geometric structures spanning multiple fractal scales—from the macro-environment to the sub-particle limit—the IFD framework provides a pathway to resolving the measurement problem through topological alignment rather than stochastic chance.
For nearly a century, the epistemological and ontological foundation of theoretical physics has rested upon an uneasy, albeit mathematically functional, compromise. Since the formalized conclusion of the Bohr-Einstein debates at the Solvay Conferences of the late 1920s, Standard Quantum Mechanics (SQM) has relied heavily on the probabilistic interpretation of the wave function () to model the sub-atomic world [User Query]. The Copenhagen interpretation, championed by Niels Bohr and Werner Heisenberg, posited that at the fundamental level, the universe does not possess definitive physical properties prior to the act of measurement. Instead, particles exist in a superposition of all possible states, governed by a probability density that only "collapses" into a single reality upon observation.
For nearly a century, the standard formulation of quantum mechanics has relied upon the probabilistic interpretation of physical states, fundamentally utilizing the wavefunction () to describe the position, momentum, and state of sub-atomic entities as a distribution of statistical likelihoods. The Copenhagen interpretation, which posits that physical systems do not possess definite properties prior to measurement, has served as the operational foundation of modern quantum physics. However, this stochastic abstraction has persistently generated profound epistemological and physical paradoxes, most notably the unresolved nature of wavefunction collapse and the mathematical friction encountered when attempting to unify quantum mechanics with the deterministic, continuous manifold of general relativity.
A foundational tenet of standard quantum mechanics—a paradigm that has dominated theoretical physics since the early twentieth century—is the presumed existence of true, fundamental randomness at the smallest observable scales.1 Traditionally characterized by Heisenberg's Uncertainty Principle and conceptually modeled as a chaotic "quantum foam," the universe at the Planck length is theorized to dissolve into an unpredictable, boiling void.1 Under the orthodox Copenhagen interpretation, as well as many subsequent derivative models, the universe at its deepest ontological level is fundamentally non-deterministic.1 Events at this scale are said to occur strictly in accordance with statistical likelihoods rather than rigid causality; physical properties are considered undefined prior to the act of measurement, and the collapse of the wave function is treated as an irreducible, inherently stochastic process.
Classical geophysical models frequently fail to provide deterministic predictions for macroscopic geological ruptures—such as mega-quakes or caldera collapses—due to the non-linear, chaotic variables inherent in planetary thermodynamics. While ionospheric precursor models have achieved weighted F1 scores of approximately 71%, they remain sensitive to temporal validation and cross-regional consistency.1 This paper proposes a fundamental architectural shift using the Infinite Fractal Descent (IFD) framework. By modeling geological systems as scale-invariant structures governed by -fractal harmonics, and utilizing state-driven Quantum Neural Networks (QNNs), we establish a pathway for pinpointing exact critical rupture times () through quantum phase estimation.
The quantum measurement problem — the question of what physically occurs when a quantum system yields a definite outcome upon measurement — has remained unresolved since von Neumann's formalization of quantum mechanics in 1932. Existing interpretational frameworks each address aspects of this problem while leaving a specific mechanistic gap unfilled. The Copenhagen interpretation declares collapse without explaining it. The many-worlds interpretation removes collapse but cannot specify the preferred measurement basis. Pilot wave theory identifies a guiding field without identifying what it is. Relational quantum mechanics correctly describes the relational structure of measurement outcomes without specifying the physical process by which relational facts are established. Decoherence theory specifies which outcomes are available through environmental selection without explaining which outcome actually occurs. In each case the effect of measurement is described with precision while the mechanism remains absent. This paper proposes that the Dimensional Evolution geometric framework provides that mechanism. Wavefunction collapse is resonant selection — the stabilization of a specific harmonic configuration when an observer's resonance structure synchronizes with a quantum system's scan traversal through a completed entropic pathway. This is not a metaphysical claim. It is a physically grounded geometric process from which the measurement postulates of standard quantum mechanics emerge as derived consequences rather than foundational axioms. The Born rule reflects the fractal exponential geometry of the coherence manifold. The preferred basis is geometrically specified by observer-system resonance compatibility. The measurement cut dissolves into a continuous spectrum of resonance stability requiring no quantum-classical boundary. The definite outcome problem is resolved by resonant synchronization completing — a deterministic geometric event whose apparent randomness reflects incomplete knowledge of resonance conditions rather than fundamental indeterminacy. The paper maps DE's resonant selection mechanism against each major interpretation, identifying precisely where DE does explanatory work each interpretation cannot. Three testable experimental predictions are proposed — geometry-dependent collapse timing, resonance-bandwidth-dependent outcome distributions, and a geometric memory effect in measurement apparatus — each grounded in physical principles confirmed at other scales and each distinguishable from standard quantum mechanical and decoherence predictions. The implications of this account for the Heisenberg uncertainty relation are identified as a priority for subsequent formal development.
Attention: This version is preliminary and contains errors that will be corrected in subsequent publications. The measurement problem (wave function collapse) remains one of the most profound unresolved mysteries in quantum mechanics. The standard Copenhagen interpretation postulates an instantaneous reduction of the state upon observation, without providing a physical mechanism. We propose a rigorous topological solution within the Fractal Quantum Holographic Paradigm (FQHP). The mathematical framework is rooted in the Trojan–Hopfield–Zi (THZ) action, whose generalized fractal measure dμ_D generates a dynamic Jacobian J(ρ_φ) = (1 − ρ_φ / c²)^(−1). We introduce a three-level scale of reality defined by the dimensionless information load parameter η_rend = ρ_φ / ρ_crit: η_rend ≲ 0.048 — quantum superposition (wave regime). η_rend = 1.048 — collapse point (topological bifurcation). η_rend ≫ 1.048 — macroscopic classicality (particle regime). We prove that the collapse mechanism is not a mysterious act of observation, but a physical process driven by the interaction of the quantum system with radiation (photons, detectors), which raises the local information density to the critical threshold η_rend = 1.048. The dynamic Jacobian creates an information bottleneck on the 1.048-dimensional interface, forcing the system to choose a single state. We show that the observer effect is not a result of consciousness, but of exposing a previously isolated quantum system to the general environmental background (the φ-channel). This resolves the paradox of Schrödinger's cat without invoking consciousness or hidden variables. The theory makes five falsifiable predictions: (1) an upper bound on the speed of quantum correlations V_χ > 10^12 c; (2) a resonance anomaly at λ = 2.6 nm; (3) a strict collapse scale at η_rend = 1.048; (4) the collapse time τ_collapse ∝ 1/η_rend; and (5) a deviation in dark matter halo profiles at r < 100 pc.