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Evolution of Radiative Initial Data in Higher-Order Nonlinear Schrödinger Equations: Stability Study

2025· article· en· W4415246533 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Analysis and Applications · 2025
Typearticle
Languageen
FieldMathematics
TopicAdvanced Mathematical Physics Problems
Canadian institutionsnot available
FundersAl-Imam Muhammad Ibn Saud Islamic University
KeywordsSobolev spaceRadiative transferDiscretizationStability (learning theory)Nonlinear systemPartial differential equationNumerical analysisSpectral method

Abstract

fetched live from OpenAlex

This article presents a comprehensive numerical investigation of the fourth-order Schrödinger equation (FSE), a dispersive partial differential equation characterized by higher-order linear terms and nonlinear interactions for a localized and radiative initial data. Using the Implicit-Explicit (IMEX) splitting method, we address the computational challenges posed by the equation, balancing efficiency and stability for both localized and radiative initial data. We analyze the effects of dispersive parameters (β and γ) and nonlinear growth parameters (α and q) on the boundedness of the solutions. A dynamic framework is proposed to track stability using Sobolev norms and energy functionals. The numerical schemes are implemented with Fourier spectral methods for spatial discretization and Runge-Kutta schemes for time evolution. Our results demonstrate the efficacy of the IMEX splitting method in handling stiff dispersive terms while providing insights into parameter sensitivity. In addition, radiative initial data evolves into a decomposed smaller wave-packets.

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.885
Threshold uncertainty score0.318

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.096
GPT teacher head0.430
Teacher spread0.334 · 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