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Record W2013838545 · doi:10.1103/physrevb.78.144103

Strain pseudospins with power-law interactions: Glassy textures of a cooled coupled-map lattice

2008· article· en· W2013838545 on OpenAlexaff
Subodh R. Shenoy, Turab Lookman

Bibliographic record

VenuePhysical Review B · 2008
Typearticle
Languageen
FieldMaterials Science
TopicMaterial Dynamics and Properties
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCondensed matter physicsMaterials sciencePower lawLattice (music)Strain (injury)Physics

Abstract

fetched live from OpenAlex

We consider a spin-1 model of strain pseudospins $S(\stackrel{P\vec}{r})=0,\ifmmode\pm\else\textpm\fi{}1$ that arise from a triple-well Landau free energy for a square/rectangle or ``austenite-martensite'' structural transformation of a two-dimensional lattice. The pseudospin model has elastic-compatibility-induced power-law anisotropic (PLA) interactions and no quenched disorder. The iteratively solved local mean-field equations for $⟨S(\stackrel{P\vec}{r},t)⟩$ form a temperature-dependent PLA-coupled nonlinear-map lattice, where $t$ is the iteration ``time.'' On cooling at a constant rate, the excess entropy shows a weak roll-off near a temperature $T={T}_{g}$ and a sharper elbow at a lower ${T}^{\ensuremath{\ast}}$, just above a Kauzmann-type ${T}_{K}$ where the excess entropy would have become negative. The crossover temperatures ${T}_{g},{T}^{\ensuremath{\ast}}$ decrease logarithmically with cooling rate and mark stability changes in spatiotemporal attractors of the cooled PLA-coupled map. Three phases in $⟨S(\stackrel{P\vec}{r},t)⟩$ are found, with textures of the martensitic-variant domain walls as ``inherent structures.'' There is a high-temperature $(T>{T}_{g})$ fine scale phase of feathery domain walls and an intermediate temperature $({T}_{g}>T>{T}^{\ensuremath{\ast}})$ phase of mazelike domain walls, with both showing square-wave oscillations as predominantly period-two attractors but with minority-frequency subharmonic clusters. Finally, there is a low-temperature freezing $({T}^{\ensuremath{\ast}}>T)$ to a static fixed point or period-one attractor of coarse, irregular bidiagonal twins, as in a strain glass. A Haar-wavelet analysis is used to identify the local attractor dynamics. A central result is that dynamically heterogeneous and mobile low-strain droplets act as catalysts, and can form correlated chains or transient ``catalytic corrals'' to incubate an emerging local texture. The hotspot lifetime vanishes linearly in $T\ensuremath{-}{T}_{K}$, suggesting that ${T}_{K}$ is a dynamic spinodal limit for generating the ``austenitic'' catalyst, the disappearance of which drives a trapping into one of many bidiagonal glassy states. The model has relevance to martensitic or complex-oxide textures, coupled-map lattices, and configurational-glass transitions.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.474
Threshold uncertainty score0.632

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.018
GPT teacher head0.285
Teacher spread0.266 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations23
Published2008
Admission routes1
Has abstractyes

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