Harmonic Observation Theory: Statistical Evidence and Open Questions for Thermodynamic Proximity Ratio R' as an Electronic-Ionic Polarization Probe

This study proposes the Harmonic Observation Theory framework, treating multi-technique observation data of materials as a unified harmonic response spectrum. Part I presents statistical evidence from a 415,823-record harmonic observation database across 7 sources, finding that R' is an electronic-ionic polarization probe strongly correlated with band gap (rho=0.520) yet uncorrelated with mechanical properties; the phase transition critical region near R'=0.1 is a polarization response singularity; two distinct high-epsilon mechanisms are determined by structural symmetry and phonon frequency; the true driver of ionic dielectric response is phonon frequency (omega-squared) rather than Born effective charge. Part II proposes 9 theoretical directions including three postulates, FDNE nonlinear oscillator harmonic structure, and sweet-spot harmonic richness prediction, each annotated with verification status, inviting community participation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-22
DOI
https://doi.org/10.5281/zenodo.21497734
Primary Topic
Machine Learning in Materials Science
Type
article
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article

Harmonic Observation Theory: Statistical Evidence and Open Questions for Thermodynamic Proximity Ratio R' as an Electronic-Ionic Polarization Probe

Chao Qin
Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Materials Science
article

Harmonic Observation Theory: Statistical Evidence and Open Questions for Thermodynamic Proximity Ratio R' as an Electronic-Ionic Polarization Probe

Chao Qin
article en

Abstract

This study proposes the Harmonic Observation Theory framework, treating multi-technique observation data of materials as a unified harmonic response spectrum. Part I presents statistical evidence from a 415,823-record harmonic observation database across 7 sources, finding that R' is an electronic-ionic polarization probe strongly correlated with band gap (rho=0.520) yet uncorrelated with mechanical properties; the phase transition critical region near R'=0.1 is a polarization response singularity; two distinct high-epsilon mechanisms are determined by structural symmetry and phonon frequency; the true driver of ionic dielectric response is phonon frequency (omega-squared) rather than Born effective charge. Part II proposes 9 theoretical directions including three postulates, FDNE nonlinear oscillator harmonic structure, and sweet-spot harmonic richness prediction, each annotated with verification status, inviting community participation.

Zenodo (CERN European Organization for Nuclear Research)
BH Consulting (Ireland) (IE)
Openalex Percentile: Top 18%
Machine Learning in Materials Science
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Harmonic Observation Theory: Statistical Evidence and Open Questions for Thermodynamic Proximity Ratio R' as an Electronic-Ionic Polarization Probe — Chao Qin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS