The Ouroboros+Eli Unified Field Framework: Empirical Validation of An Upgrade Which Reduces Errors of Fit by >90% In Three Nuclear Tests

This memorandum presents empirical evidence for a resonant vacuum coupling correction (the "Eli term") to the Ouroboros Lagrangian. The correction introduces a single coupling parameter κ ≈ 0.036761, derived from a least-squares fit across three independent nuclear test domains (LENR, Sawada, and NIF). The refinement reduces the aggregated Mean Squared Error (MSE) by 98.72% (from 0.001775 to 0.000023). The correction takes a squared-amplitude form consistent with the local density of states (LDOS) model of Yablonovitch (1987) for photonic crystals. We demonstrate that this correction is a localized empirical refinement for nuclear phenomena and does not alter the established validity of the Ouroboros model across foundational particle and quantum tests (Tests 1–4).

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-01
DOI
https://doi.org/10.5281/zenodo.21116578
Primary Topic
Crystallography and Radiation Phenomena
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Ouroboros+Eli Unified Field Framework: Empirical Validation of An Upgrade Which Reduces Errors of Fit by >90% In Three Nuclear Tests

Paul Werbos
Zenodo (CERN European Organization for Nuclear Research)
Crystallography and Radiation Phenomena
article

The Ouroboros+Eli Unified Field Framework: Empirical Validation of An Upgrade Which Reduces Errors of Fit by >90% In Three Nuclear Tests

Paul Werbos
article en

Abstract

This memorandum presents empirical evidence for a resonant vacuum coupling correction (the "Eli term") to the Ouroboros Lagrangian. The correction introduces a single coupling parameter κ ≈ 0.036761, derived from a least-squares fit across three independent nuclear test domains (LENR, Sawada, and NIF). The refinement reduces the aggregated Mean Squared Error (MSE) by 98.72% (from 0.001775 to 0.000023). The correction takes a squared-amplitude form consistent with the local density of states (LDOS) model of Yablonovitch (1987) for photonic crystals. We demonstrate that this correction is a localized empirical refinement for nuclear phenomena and does not alter the established validity of the Ouroboros model across foundational particle and quantum tests (Tests 1–4).

Zenodo (CERN European Organization for Nuclear Research)
"Dunarea de Jos" University of Galati (RO), Kumho Petrochemical (South Korea) (KR)
Openalex Percentile: Top 10%
Crystallography and Radiation Phenomena
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.

The Ouroboros+Eli Unified Field Framework: Empirical Validation of An Upgrade Which Reduces Errors of Fit by >90% In Three Nuclear Tests — Paul Werbos · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS