MétaCan
Menu
← Back to cohort
Record W4417035327 · doi:10.1103/jds7-gm27

Collisionless relaxation to equilibrium distributions in cold dark matter halos: Origin of the Navarro-Frenk-White profile

2025· article· en· W4417035327 on OpenAlexaff
Uddipan Banik, A. Bhattacharjee

Bibliographic record

VenuePhysical review. D/Physical review. D. · 2025
Typearticle
Languageen
FieldPhysics and Astronomy
TopicGalaxies: Formation, Evolution, Phenomena
Canadian institutionsPerimeter Institute
FundersBezos Family FoundationPrinceton UniversityNational Science Foundation
KeywordsHaloCusp (singularity)IsotropyRelaxation (psychology)DiffusionDark matterCold dark matterField (mathematics)Accretion (finance)

Abstract

fetched live from OpenAlex

Collisionless self-gravitating systems such as cold dark matter halos are known to harbor universal density profiles despite the intricate nonlinear physics of hierarchical structure formation in the $\mathrm{\ensuremath{\Lambda}}$ cold dark matter ($\mathrm{\ensuremath{\Lambda}}\mathrm{CDM}$) paradigm. The origin of such states has been a persistent mystery, particularly because the physics of collisionless relaxation has remained poorly understood. To solve this long-standing problem, we develop a self-consistent quasilinear theory in action-angle space for the collisionless relaxation of inhomogeneous, self-gravitating systems by perturbing the governing Vlasov-Poisson equations. We obtain a quasilinear diffusion equation that describes the secular evolution of the mean coarse-grained distribution function ${f}_{0}$ of accreted matter in the fluctuating force field of a spherical isotropic halo. The diffusion coefficient not only depends on the fluctuation power spectrum but also on the evolving potential of the system, which reflects the self-consistency of the problem. Diffusive heating in the preassembled halo develops an ${r}^{\ensuremath{-}\ensuremath{\gamma}}$ cusp ($r$ is the halocentric radius) in the density profile of the accreted material. Accretion and relaxation in this ${r}^{\ensuremath{-}\ensuremath{\gamma}}$ inner cusp develops an ${r}^{\ensuremath{-}\ensuremath{\beta}}$ outer fall-off with $\ensuremath{\beta}\ensuremath{\approx}5\ensuremath{-}2\ensuremath{\gamma}$ in the quasisteady state. Spherical collapse theory dictates that a quasi-steady outer halo must settle to $\ensuremath{\beta}\ensuremath{\approx}3$ since then the mass enclosed within a radially moving shell barely changes with time. This implies that the quasisteady $\ensuremath{\gamma}$ must be approximately 1, which is possible in the quasilinear framework only if (i) the preassembled halo harbors an ${r}^{\ensuremath{-}{\ensuremath{\gamma}}_{\mathrm{P}}}$ profile with ${\ensuremath{\gamma}}_{\mathrm{P}}\ensuremath{\gtrsim}0.5$, (ii) its fluctuations are sufficiently correlated in time (red noise), and (iii) the initial value of $\ensuremath{\gamma}$ is smaller than 1, implying that the ${r}^{\ensuremath{-}1}$ cusp is a neutral equilibrium. Self-consistent quasilinear relaxation therefore establishes the Navarro-Frenk-White (NFW) profile. We demonstrate for the first time how this profile emerges as a quasisteady state of collisionless relaxation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.349
Teacher spread0.340 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venuePhysical review. D/Physical review. D.→Same topicGalaxies: Formation, Evolution, Phenomena→French-language works237,207→