An Equation for Cascading Feedback in Coupled Variables: Operator-Exponential Closed-Form Solution for a Non-Separable Mixed-Order PDE

This work introduces a novel linear evolution equation designed to model "cascading feedback" in complex, multidimensional systems. It addresses mathematical challenges where variables from different dimensions are intertwined in a non-separable way, preventing the use of standard techniques like separation of variables. By utilizing the Elzaki transform, the derivation provides a robust and fully explicit solution that captures how initial changes in one dimension propagate and amplify through their couplings with others. The derivation provides complete step-by-step transparency, showing that the method is entirely general and applicable to any linear constant-coefficient evolution equation where traditional methods fail. While the specific equation serves as a rigorous pedagogical test case, it acts as a valuable analytical tool and benchmark for real-world applications. These include studying anisotropic wave propagation in geophysics, validating the design of advanced composite materials, and testing the performance of engineered metamaterials in acoustics.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-18
DOI
https://doi.org/10.5281/zenodo.18677521
Primary Topic
Acoustic Wave Phenomena Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Equation for Cascading Feedback in Coupled Variables: Operator-Exponential Closed-Form Solution for a Non-Separable Mixed-Order PDE

Deick Williams
Zenodo (CERN European Organization for Nuclear Research)
Acoustic Wave Phenomena Research
article

An Equation for Cascading Feedback in Coupled Variables: Operator-Exponential Closed-Form Solution for a Non-Separable Mixed-Order PDE

Deick Williams
article en

Abstract

This work introduces a novel linear evolution equation designed to model "cascading feedback" in complex, multidimensional systems. It addresses mathematical challenges where variables from different dimensions are intertwined in a non-separable way, preventing the use of standard techniques like separation of variables. By utilizing the Elzaki transform, the derivation provides a robust and fully explicit solution that captures how initial changes in one dimension propagate and amplify through their couplings with others. The derivation provides complete step-by-step transparency, showing that the method is entirely general and applicable to any linear constant-coefficient evolution equation where traditional methods fail. While the specific equation serves as a rigorous pedagogical test case, it acts as a valuable analytical tool and benchmark for real-world applications. These include studying anisotropic wave propagation in geophysics, validating the design of advanced composite materials, and testing the performance of engineered metamaterials in acoustics.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 52%
Acoustic Wave Phenomena Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.