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

Substrate-Induced Collapse: A Gravitationally-Coupled Spontaneous Localization Model

xing

Published Oct 21, 2026• 0 citations
Publisher

Abstract

This memo addresses a question: In the “substrate field–soliton” model (v2 paper), canthe intuition “observation collapse = irreversible physical process” be realized as a concretedynamical collapse model? The answer is yes, but with a decisive number attached. Weprove that: (i) The master equation driven by the noise naturally derived from the masscoupling m(ϕ) is structurally isomorphic to the CSL (Continuous Spontaneous Localization) model, and the two ad hoc assumptions of CSL—mass-weighted coupling and positionbasis—are no longer assumptions in this model, but corollaries of the equivalence principleand the mass density operator; (ii) The collapse rate is proportional to Newton’s constant,Γ ∝ Gm2, realizing the motivation of the Di´osi–Penrose program that “collapse strengthis given by gravity,” though the mechanism is different (substrate noise rather than spacetime superposition instability); (iii) Decisive verdict: If the noise is taken as the quantumvacuum fluctuation of ϕ, the single-nucleon collapse rate is ∼ 10−28 s−1, which is 12 orders of magnitude smaller than the value required by GRW—the pure quantum fluctuationversion cannot solve the measurement problem. To achieve true collapse, “intrinsic probability” must be interpreted as a classical true-random component of the substrate condensate,whose power D becomes a new free parameter. In this case, the model becomes a CSL witha specific mediating field, and its heating rate directly interfaces with existing experimentalconstraints (X-ray spontaneous emission, cantilever noise, LISA Pathfinder). We presenta complete parameter space analysis, including the “localization-heating squeeze” identityP/λ = ℏ2/(2m0rC2), which explains why models with rC ∼ 1 fm are strictly ruled out, whilethose with rC ∼ 10−7 m survive.

DOI
10.5281/zenodo.23528723

Related papers

Higgs-Portal Scalar-Field Collapse From Non-Markovian Dynamics to Viable CSL Limit

Ahmed Beniaiche

We propose and analyze a model of objective wave-function collapse induced by alightreal scalar field ϕ coupled to the mass density of matter viaa Higgs-portal interaction. Themodel aims to provide a microscopic origin for continuous spontaneous localization (CSL)–type dynamics while remaining compatible with particle physics, astrophysical, and non-interferometric collapse constraints. Starting from a concrete Higgs-portal Lagrangian, we derive the non-Markovian master equation for the reduced density matrix of matter obtained by integrating out ϕ in a general Gaussian state. We show that for a massive scalar field in thermal equilibrium (including the vacuum) the Markovian limit required to recover a CSL-like Lindblad term vanishes identically : the time-integrated field correlator defining the would-be Markovian kernel is zero for m_ϕ= ̸=0. This provides a simple“no-go” result: a standard equilibrium quantum field cannot generate a white-noise collapse term of CSL type. We then introduce a phenomenological non-equilibrium scalar noise parameterized by a dimensionless amplification factor X_ϕ and derive the mapping between the scalar–nucleon coupling gs and the CSL collapse rate λ as a function of the correlation length r_C. Using theHiggs-portal structure, we relate gs to the mixing angle θ and portal coupling λHS and confront the model with (i) astrophysical bounds on fifth-forces and stellar cooling, (ii) collider limits on invisible Higgs decays and Higgs–scalar mixing, and (iii) non-interferometric CSL constraints from X-ray emission, bulk heating, cold atoms, LISA Pathfinder and planetary heating. We show that the reexists aviable region of parameter space with mϕ∼eV, r_C∼200nm, gs≲10e-13, λ_HS∼10e−11 and λ∼10e12s−1 which satisfies simultaneously all current constraints while providing a potentially observable collapse rate for mesoscopic systems. Our analysis clarifies both the promise and limitations of Higgs-portal scalar field collapse models : they offer a concrete, testable UV completion for CSL, but require the scalar sector to be in a non-equilibrium, effectively classical state whose microscopic origin remains to be explained. NB: "This is personal/unfunded research."

•Dec 3, 2025•0 citations

Microscopic Cosmological Origin of CSL Collapse Noise via Higgs-Portal Scalar Misalignment

Ahmed Beniaiche

The Continuous Spontaneous Localization (CSL) model offers a dynamical solution to the quantum measurement problem by introducing a classical stochastic field that induces wavefunction collapse, yet the physical origin of this field remainselusive. A promising recent proposal identifies a light scalar field coupled via the Higgs portal as the source of this collapse-inducing noise, with its efficacy governed by a non-equilibrium enhancement factor Xϕ. In this work, we perform the first comprehensive, first-principles derivation of Xϕ from cosmological dynamics, establishing a concrete microphysical origin forCSL noise. We analyze two well-motivated cosmological production mechanisms: - vacuum misalignment—where the scalar acquires a coherent displacement during inflation—and freeze-in via ultra-weak Higgs interactions. For each mechanism, we derive explicit, predictive expressions for Xϕ in terms of fundamental parameters(λHS , ϕi, Hinf , mϕ), connecting inflationary initial conditions to laboratory-scale col lapse rates. Our analysis reveals a fundamental dichotomy: while the misalignment mechanism naturally yields Xϕ ∼ O(10−10e9) from realistic initial conditions (ϕi ∼ 10e13−10e15 GeV, Hinf ∼ 10e10 GeV), enabling observable CSL effects with λ ∼ 2×10e−12 s−1, the freeze-in mechanism produces Xϕ ≪ 1 for couplings allowed by astrophysics, rendering it phenomenologically irrelevant for collapse dynamics.We confront these predictions with the complete suite of current observational constraints, including stellar cooling bounds, fifth-force searches, Planck data on isocurvature perturbations and dark matter abundance, LHC Higgs measurements,and non-interferometric tests of CSL. Notably, we demonstrate that: 1. The viable parameter space for misalignment-produced CSL noise is robust, occupying approximately two orders of magnitude in ϕi and Hinf ;2. All existing constraints from particle physics, astrophysics, and cosmology are simultaneously satisfied without fine-tuning;3. Key predictions include a universal collapse rate λ ∼ 2 × 10e−12 s−1 for rC ∼ 200 nm, mass-dependent decoherence in matter-wave interferometry, and potential high-frequency spectral features from the oscillating condensate. This work provides three key advances: (i) it resolves the long-standing “no-go” obstruction for equilibrium scalar fields to generate Markovian collapse noise by identifying cosmological misalignment as a natural source of persistent non-equilibrium; (ii) it establishes a testable connection between early-universe physics (inflation, scalar condensates) and laboratory-scale quantum phenomena; and (iii) it transforms Higgs-portal collapse models from phenomenological frameworks into predictive cosmological scenarios with falsifiable predictions for next-generation experiments. By deriving Xϕ from cosmology rather than parameterizing it, we complete the microphysical foundation of scalar-field collapse models and open a new pathway toward unifying quantum foundations with cosmological history.

•Dec 9, 2025•0 citations

Spontaneous collapse: A solution to the measurement problem and a source of the decay in mesonic systems

Kyrylo Simonov, Beatrix C. Hiesmayr

Dynamical reduction models propose a solution to the measurement problem in quantum mechanics: the collapse of the wave function becomes a physical process. We compute the predictions to decaying and flavor-oscillating neutral mesons for the two most promising collapse models, the QMUPL (quantum mechanics with universal position localization) model and the mass-proportional CSL (continuous spontaneous localization) model. Our results are showing (i) a strong sensitivity to the very assumptions of the noise field underlying those two collapse models and (ii) under particular assumptions the CSL case allows one even to recover the decay dynamics. This in turn allows one to predict the effective collapse rates solely based on the measured values for the oscillation (mass differences) and the measured values of the decay constants. The four types of neutral mesons ($K$ meson, $D$ meson, ${B}_{d}$ meson, and ${B}_{s}$ meson) lead surprisingly to ranges comparable to those put forward by Adler [J. Phys. A: Math. Theor. 40, 2935 (2007)] and Ghirardi, Rimini, and Weber [Phys. Rev. D 34, 470 (1986)]. Our results show that these systems at high energies are very sensitive to possible modifications of the standard quantum theory, making them a very powerful laboratory to rule out certain collapse scenarios and study the detailed physical processes solving the measurement problem.

arXiv:1606.01682•Physical Review A•Nov 28, 2016•8 citations

Distinguishing a Two-Step Quantum–Classical Threshold from Collapse Models

Raghu Kulkarni

A model of the vacuum as a face-centered-cubic lattice predicts a two-step quantum–classical threshold, at 13.1 and 22.6 µg, from the hypothesis that a center-of-mass excitation stays coherent only while its reduced Compton wavelength is resolvable by the lattice. Collapse models also limit macroscopic coherence, so the two must be told apart by more than a scale. We derive three discriminators from the model's postulates and compute the counterpart in Diósi–Penrose collapse and in continuous spontaneous localization (CSL). The thresholds depend on total mass alone, while both collapse models depend on density. Below 13.1 µg the model predicts no intrinsic decoherence, where collapse takes 1 s for Diósi–Penrose and about a microsecond for CSL at its experimental bound, for 10⁻¹⁵ kg over 1 µm. The model predicts no measurable heating; read as position localization, its own rate scale would exceed the LISA Pathfinder bound by 66 orders of magnitude, so coherence loss above the threshold must be dephasing in the energy basis. If its effective mode mass is the relevant mass, a 16.2 µg mechanical cat state then bounds the irreversible coupling at 38 orders below its natural scale. A worked levitated-particle example and a public script complete the analysis.

•Oct 1, 2026•0 citations

A Novel Approach to Parameter Determination of the Continuous Spontaneous Localization Collapse Model

Kristian Piscicchia, Alessio Porcelli, Angelo Bassi +23 more

Models of dynamical wave function collapse consistently describe the breakdown of the quantum superposition with the growing mass of the system by introducing non-linear and stochastic modifications to the standard Schrödinger dynamics. Among them, Continuous Spontaneous Localization (CSL) was extensively investigated both theoretically and experimentally. Measurable consequences of the collapse phenomenon depend on different combinations of the phenomenological parameters of the model-the strength λ and the correlation length rC-and have led, so far, to the exclusion of regions of the admissible (λ-rC) parameters space. We developed a novel approach to disentangle the λ and rC probability density functions, which discloses a more profound statistical insight.

Entropy•Feb 4, 2023•3 citations

Noninterferometric rotational test of the continuous spontaneous localization model: Enhancement of the collapse noise through shape optimization

Davide Giordano Ario Altamura, Matteo Carlesso, Sandro Donadi +1 more

The continuous spontaneous localization (CSL) model is the most studied among collapse models, which describes the breakdown of the superposition principle for macroscopic systems. Here, we derive an upper bound on the parameters of the model by applying it to the rotational noise measured in a recent short-distance gravity experiment [Lee et al., Phys. Rev. Lett. 124, 101101 (2020)]. Specifically, considering the noise affecting the rotational motion, we found that despite being a tabletop experiment the bound is only one order of magnitude weaker than that from LIGO for the relevant values of the collapse parameter. Further, we analyze possible ways to optimize the shape of the test mass to enhance the collapse noise by several orders of magnitude and eventually derive stronger bounds that can address the unexplored region of the CSL parameters space.

arXiv:2402.13057•Physical Review A•Jun 11, 2024•3 citations
This memo addresses a question: In the “substrate field–soliton” model (v2 paper), canthe intuition “observation collapse = irreversible physical process” be realized as a concretedynamical collapse model? The answer is yes, but with a decisive number attached. Weprove that: (i) The master equation driven by the noise naturally derived from the masscoupling m(ϕ) is structurally isomorphic to the CSL (Continuous Spontaneous Localization) model, and the two ad hoc assumptions of CSL—mass-weighted coupling and positionbasis—are no longer assumptions in this model, but corollaries of the equivalence principleand the mass density operator; (ii) The collapse rate is proportional to Newton’s constant,Γ ∝ Gm2, realizing the motivation of the Di´osi–Penrose program that “collapse strengthis given by gravity,” though the mechanism is different (substrate noise rather than spacetime superposition instability); (iii) Decisive verdict: If the noise is taken as the quantumvacuum fluctuation of ϕ, the single-nucleon collapse rate is ∼ 10−28 s−1, which is 12 orders of magnitude smaller than the value required by GRW—the pure quantum fluctuationversion cannot solve the measurement problem. To achieve true collapse, “intrinsic probability” must be interpreted as a classical true-random component of the substrate condensate,whose power D becomes a new free parameter. In this case, the model becomes a CSL witha specific mediating field, and its heating rate directly interfaces with existing experimentalconstraints (X-ray spontaneous emission, cantilever noise, LISA Pathfinder). We presenta complete parameter space analysis, including the “localization-heating squeeze” identityP/λ = ℏ2/(2m0rC2), which explains why models with rC ∼ 1 fm are strictly ruled out, whilethose with rC ∼ 10−7 m survive.
We propose and analyze a model of objective wave-function collapse induced by alightreal scalar field ϕ coupled to the mass density of matter viaa Higgs-portal interaction. Themodel aims to provide a microscopic origin for continuous spontaneous localization (CSL)–type dynamics while remaining compatible with particle physics, astrophysical, and non-interferometric collapse constraints. Starting from a concrete Higgs-portal Lagrangian, we derive the non-Markovian master equation for the reduced density matrix of matter obtained by integrating out ϕ in a general Gaussian state. We show that for a massive scalar field in thermal equilibrium (including the vacuum) the Markovian limit required to recover a CSL-like Lindblad term vanishes identically : the time-integrated field correlator defining the would-be Markovian kernel is zero for m_ϕ= ̸=0. This provides a simple“no-go” result: a standard equilibrium quantum field cannot generate a white-noise collapse term of CSL type. We then introduce a phenomenological non-equilibrium scalar noise parameterized by a dimensionless amplification factor X_ϕ and derive the mapping between the scalar–nucleon coupling gs and the CSL collapse rate λ as a function of the correlation length r_C. Using theHiggs-portal structure, we relate gs to the mixing angle θ and portal coupling λHS and confront the model with (i) astrophysical bounds on fifth-forces and stellar cooling, (ii) collider limits on invisible Higgs decays and Higgs–scalar mixing, and (iii) non-interferometric CSL constraints from X-ray emission, bulk heating, cold atoms, LISA Pathfinder and planetary heating. We show that the reexists aviable region of parameter space with mϕ∼eV, r_C∼200nm, gs≲10e-13, λ_HS∼10e−11 and λ∼10e12s−1 which satisfies simultaneously all current constraints while providing a potentially observable collapse rate for mesoscopic systems. Our analysis clarifies both the promise and limitations of Higgs-portal scalar field collapse models : they offer a concrete, testable UV completion for CSL, but require the scalar sector to be in a non-equilibrium, effectively classical state whose microscopic origin remains to be explained. NB: "This is personal/unfunded research."
The Continuous Spontaneous Localization (CSL) model offers a dynamical solution to the quantum measurement problem by introducing a classical stochastic field that induces wavefunction collapse, yet the physical origin of this field remainselusive. A promising recent proposal identifies a light scalar field coupled via the Higgs portal as the source of this collapse-inducing noise, with its efficacy governed by a non-equilibrium enhancement factor Xϕ. In this work, we perform the first comprehensive, first-principles derivation of Xϕ from cosmological dynamics, establishing a concrete microphysical origin forCSL noise. We analyze two well-motivated cosmological production mechanisms: - vacuum misalignment—where the scalar acquires a coherent displacement during inflation—and freeze-in via ultra-weak Higgs interactions. For each mechanism, we derive explicit, predictive expressions for Xϕ in terms of fundamental parameters(λHS , ϕi, Hinf , mϕ), connecting inflationary initial conditions to laboratory-scale col lapse rates. Our analysis reveals a fundamental dichotomy: while the misalignment mechanism naturally yields Xϕ ∼ O(10−10e9) from realistic initial conditions (ϕi ∼ 10e13−10e15 GeV, Hinf ∼ 10e10 GeV), enabling observable CSL effects with λ ∼ 2×10e−12 s−1, the freeze-in mechanism produces Xϕ ≪ 1 for couplings allowed by astrophysics, rendering it phenomenologically irrelevant for collapse dynamics.We confront these predictions with the complete suite of current observational constraints, including stellar cooling bounds, fifth-force searches, Planck data on isocurvature perturbations and dark matter abundance, LHC Higgs measurements,and non-interferometric tests of CSL. Notably, we demonstrate that: 1. The viable parameter space for misalignment-produced CSL noise is robust, occupying approximately two orders of magnitude in ϕi and Hinf ;2. All existing constraints from particle physics, astrophysics, and cosmology are simultaneously satisfied without fine-tuning;3. Key predictions include a universal collapse rate λ ∼ 2 × 10e−12 s−1 for rC ∼ 200 nm, mass-dependent decoherence in matter-wave interferometry, and potential high-frequency spectral features from the oscillating condensate. This work provides three key advances: (i) it resolves the long-standing “no-go” obstruction for equilibrium scalar fields to generate Markovian collapse noise by identifying cosmological misalignment as a natural source of persistent non-equilibrium; (ii) it establishes a testable connection between early-universe physics (inflation, scalar condensates) and laboratory-scale quantum phenomena; and (iii) it transforms Higgs-portal collapse models from phenomenological frameworks into predictive cosmological scenarios with falsifiable predictions for next-generation experiments. By deriving Xϕ from cosmology rather than parameterizing it, we complete the microphysical foundation of scalar-field collapse models and open a new pathway toward unifying quantum foundations with cosmological history.
Dynamical reduction models propose a solution to the measurement problem in quantum mechanics: the collapse of the wave function becomes a physical process. We compute the predictions to decaying and flavor-oscillating neutral mesons for the two most promising collapse models, the QMUPL (quantum mechanics with universal position localization) model and the mass-proportional CSL (continuous spontaneous localization) model. Our results are showing (i) a strong sensitivity to the very assumptions of the noise field underlying those two collapse models and (ii) under particular assumptions the CSL case allows one even to recover the decay dynamics. This in turn allows one to predict the effective collapse rates solely based on the measured values for the oscillation (mass differences) and the measured values of the decay constants. The four types of neutral mesons (KKK meson, DDD meson, Bd{B}_{d}Bd​ meson, and Bs{B}_{s}Bs​ meson) lead surprisingly to ranges comparable to those put forward by Adler [J. Phys. A: Math. Theor. 40, 2935 (2007)] and Ghirardi, Rimini, and Weber [Phys. Rev. D 34, 470 (1986)]. Our results show that these systems at high energies are very sensitive to possible modifications of the standard quantum theory, making them a very powerful laboratory to rule out certain collapse scenarios and study the detailed physical processes solving the measurement problem.
A model of the vacuum as a face-centered-cubic lattice predicts a two-step quantum–classical threshold, at 13.1 and 22.6 µg, from the hypothesis that a center-of-mass excitation stays coherent only while its reduced Compton wavelength is resolvable by the lattice. Collapse models also limit macroscopic coherence, so the two must be told apart by more than a scale. We derive three discriminators from the model's postulates and compute the counterpart in Diósi–Penrose collapse and in continuous spontaneous localization (CSL). The thresholds depend on total mass alone, while both collapse models depend on density. Below 13.1 µg the model predicts no intrinsic decoherence, where collapse takes 1 s for Diósi–Penrose and about a microsecond for CSL at its experimental bound, for 10⁻¹⁵ kg over 1 µm. The model predicts no measurable heating; read as position localization, its own rate scale would exceed the LISA Pathfinder bound by 66 orders of magnitude, so coherence loss above the threshold must be dephasing in the energy basis. If its effective mode mass is the relevant mass, a 16.2 µg mechanical cat state then bounds the irreversible coupling at 38 orders below its natural scale. A worked levitated-particle example and a public script complete the analysis.
Models of dynamical wave function collapse consistently describe the breakdown of the quantum superposition with the growing mass of the system by introducing non-linear and stochastic modifications to the standard Schrödinger dynamics. Among them, Continuous Spontaneous Localization (CSL) was extensively investigated both theoretically and experimentally. Measurable consequences of the collapse phenomenon depend on different combinations of the phenomenological parameters of the model-the strength λ and the correlation length rC-and have led, so far, to the exclusion of regions of the admissible (λ-rC) parameters space. We developed a novel approach to disentangle the λ and rC probability density functions, which discloses a more profound statistical insight.
The continuous spontaneous localization (CSL) model is the most studied among collapse models, which describes the breakdown of the superposition principle for macroscopic systems. Here, we derive an upper bound on the parameters of the model by applying it to the rotational noise measured in a recent short-distance gravity experiment [Lee et al., Phys. Rev. Lett. 124, 101101 (2020)]. Specifically, considering the noise affecting the rotational motion, we found that despite being a tabletop experiment the bound is only one order of magnitude weaker than that from LIGO for the relevant values of the collapse parameter. Further, we analyze possible ways to optimize the shape of the test mass to enhance the collapse noise by several orders of magnitude and eventually derive stronger bounds that can address the unexplored region of the CSL parameters space.