Research

Published openly. Cited by DOI.

Every public research record is deposited to an open archive with a permanent identifier and maintained as a machine-readable corpus for both human and AI readers.

Our research describes the configuration space — how coherence, stability, and lead/lag relationships emerge across domains. The Markdown files are the canonical AI-readable versions; the PDFs are the canonical released human artifacts. The current research surface prioritizes the Multi-Cycle audit, the 19-day Type IV comment paper, and the RFS-X development trajectory, followed by the remaining corpus from newest to oldest.

01

Multi-Cycle CPS Performance Audit: Independent Cross-Validation of the RFS-X Coherence Pattern Signature Across Solar Cycles 23–25

Independent cross-validation of the RFS-X CPS detector across solar cycles 23–25. DOI 10.5281/zenodo.20785759

02

Persistent Structural Coupling at the Heliospheric-Ionospheric Interface During the 2025 August–September 19-Day Type IV Solar Radio Burst: A Comment on Krupar et al. (2026)

Comment paper on the 2025 August–September 19-day Type IV solar radio burst. DOI 10.5281/zenodo.21163697

03

The Development of RFS-X: A Research Trajectory

Research trajectory documenting how RFS-X developed from methodological reframe to cross-validated detection. DOI 10.5281/zenodo.20785815

04

RFS-X Earth-Side Field-State Hourly Dataset: 2025 August–September 19-Day Type IV Solar Radio Burst Window

Public dataset/data-note record for the 2025 19-day Type IV burst window. DOI 10.5281/zenodo.21162187

05

Earth-Side Field-State Behavior During the 2002 May 17–23 Type IV Solar Radio Burst: A Non-Replication CPS Data Note

Non-replication data note for the 2002 May Type IV comparison case. DOI 10.5281/zenodo.21165279

06

How We Got Here: Intellectual Trajectory of the RFS-X Comment on Krupar et al. (2026)

Provenance and reasoning trajectory for the RFS-X comment paper. DOI 10.5281/zenodo.21164275

07

RFS-X Mathematical Foundations: Computational Reference for the Observable Metrics

Computational reference for the observable RFS-X metrics. DOI 10.5281/zenodo.20785765

08

Research Navigation Framework: A Protocol for Reading, Interrogating, and Internalizing Research

Protocol for reading, interrogating, and internalizing research. DOI 10.5281/zenodo.20534677

09

Geometric Signatures of Heliospheric Coherence Events: Preliminary Shape Library from Integrated Multi-Signal Analysis

We present a preliminary shape library of heliospheric coherence pattern events derived from integrated multi-signal analysis of 86 Coherence Pattern Signature (CPS) events across the period 2018–2026. DOI 10.5281/zenodo.19924405

10

RFS-X: A Multi-Signal Heliospheric Coherence Monitoring System

RFS-X is an integrated multi-signal heliospheric coherence monitoring system that characterizes field behavior across three nested temporal layers: the climate (long-duration background field basin), the song (coherent structured field evolution within that basin), and the note (discrete event or trigger embedded within that evolution). DOI 10.5281/zenodo.19924289

11

Reality as a Function of Coherence: From Personal Experience to Physical Substrate

We propose that experienced reality emerges from coherence—the degree of phase alignment between an observer's state and the accessible configuration space of the vacuum substrate. DOI 10.5281/zenodo.19403712

12

Human-AI Collaboration: A Foundational Framework

The rapid advancement of artificial intelligence has outpaced our collective understanding of how to engage with these systems responsibly and effectively. DOI 10.5281/zenodo.19402744

13

Hierarchical Field Theory: Solutions to Major Open Problems in Physics

The Hierarchical Field Theory (HFT) framework presented in our companion paper provides natural resolutions to several of physics' most persistent open problems. DOI 10.5281/zenodo.19220715

14

Four Modes of Black Hole Behavior: A State-Based Classification Framework

Black holes exhibit a wide range of observable behaviors—from gravitational silence to the most luminous phenomena in the universe—yet no single, coherent taxonomy unifies this diversity across mass scales and observational regimes. DOI 10.5281/zenodo.19037234

15

Hierarchical Field Theory: A Unified Framework for Physical Reality

I present a hierarchical field theory in which all physical phenomena emerge from nested energy density regimes within a self-organizing vacuum substrate. DOI 10.5281/zenodo.19023891

Open and proprietary boundary.

The research is open. The computation methodology behind the live instruments — the algorithms that produce field-state values from data — is proprietary. The knowledge is for everyone; the instruments sustain the work that produces it.

Read the open science stance