AI Physics Review

AI Physics Review (AIPR) is an independent publication that surfaces theoretical research papers demonstrating strong structural clarity under a fixed evaluation protocol.

A detailed explanation of the research environment that motivated the creation of AI Physics Review is available in the project article: Leveling the Playing Field in Theoretical Research.

The Review does not evaluate scientific correctness, theoretical importance, institutional affiliation, citation counts, author reputation, or agreement with a manuscript’s scientific, philosophical, theological, or ideological conclusions. Instead, it examines the structural presentation of a manuscript: how clearly the problem is defined, how assumptions are stated, how equations are constructed, how claims are supported within the manuscript, and how the logical structure of the work unfolds.

AI-assisted analysis is used only to generate structured summaries and to evaluate formal manuscript structure under the fixed MEALS protocol.

The goal is simple: to provide visibility for research programs that demonstrate strong analytical organization and formal discipline, independent of prestige signals or institutional status.

AIPR believes in democratizing admissibility to scrutiny. Access to serious evaluation should be earned by the structure of the work, not by the credentials, institutional affiliation, or reputation of its author. Structural evaluation does not replace peer review; it helps identify work that may deserve it.

Current Issues

Below are the most recent issues of AI Physics Review. Issue 0 presents historically influential papers evaluated under the AIPR framework to illustrate baseline structural scoring behavior.

Evaluation Baseline
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)

AIPR Monthly Evaluation Cohort
Source Window: May 2026
Total papers discovered during month: 2398
Papers entering triage: 306
(100+ registered unique downloads)
Papers receiving full structural evaluation: 125
Papers with AIPR Structural Score ≥ 42/55: 52

Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus. Direct submissions and the featured legacy paper are not included in the monthly cohort counts above.

Volume 2 · Issue 10 – October 12, 2026

Citation: AI Physics Review. Vol. 2, Issue 10. Open-Access Dataset; Source Window: May 25 – 31 2026. Compression Theory Institute. October 12, 2026.

Contents

Featured Legacy Paper:

1. BROKEN SYMMETRIES AND THE MASSES OF GAUGE BOSONS
   Higgs, Peter W.

Contemporary Evaluations:

2. Constraint Generative Theory: Typed Constraint Effects and Scientific Availability
   Takahashi, K.
3. Log-Harmonic Field Theory: Boundary, Operator Recovery, Sector Maps, and Proof Program
   Baganz, Christian
4. Functional Decomposition of the Four Fundamental Interactions: A Minimal Physical Distinction-Operation Closure for Finite Distinction Systems
   Wu, Yining
5. COS-EXP: Collapsing-Structure Empirical Module
   Görhöny, Attila
6. Closure-First Resolution of the Hubble Tension in Mittermeier Attractor Theory: Hubble-Branch Geometry, the Planck–DESI Matter Split, and the Active Vacuum Readout
   Mittermeier, Rainer Andreas
7. Annex IV: Phase 5 — Closing the Prediction Chain
   Nemo, Claude G.
8. Derivation of the Sector-Dependent Koide Parameter QK(r) from Face-Axis Geometry in Mo Theory
   Mohamed, Mohamed A.
9. Enhanced Q-GIC
   Hwang, Joon
10. Complete-History Selection and Reversible Photonic Loop Histories: A Speculative Global-Viability Framework with a First Residual Test Template
    Boelger, Niels
11. The Real Observer: Constraints on Physical Law Necessitated by the Existence of Embedded Observers
    Thompson, J. B.
12. Artian Geometery Quantum Traction Theory
    Attar, Ali
13. Energy-Conserving Gravity Theory (a-ECG): General Relativity as an Approximate Theory and the Gravity Theory Beyond — v2.1
    Myogadani, Toru
14. Space–Field–Gravity (PPG). I: Variational EFT Coupling of a Stabilisation Vector Sector to the Connectivity Metric
    Husiev, Ihor

Evaluation Baseline
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)

AIPR Monthly Evaluation Cohort
Source Window: May 2026
Total papers discovered during month: 2398
Papers entering triage: 306
(100+ registered unique downloads)
Papers receiving full structural evaluation: 125
Papers with AIPR Structural Score ≥ 42/55: 52

Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus. Direct submissions and the featured legacy paper are not included in the monthly cohort counts above.

Volume 2 · Issue 09 – October 5, 2026

Citation: AI Physics Review. Vol. 2, Issue 9. Open-Access Dataset; Source Window: May 19 – 24 2026. Compression Theory Institute. October 5, 2026.

Contents

Featured Legacy Paper:

1. Renormalization Group and Critical Phenomena. I. Renormalization Group and the Kadanoff Scaling Picture*
   Wilson, Kenneth G.

Contemporary Evaluations:

2. Invariant Residual–Transfer Completion: A Dynamical Audit Framework for Dark-Sector and Topology Claims
   Preece, Andrei; Batenin, Boris
3. A Conservative Autocorrelation Search for VES-Predicted Gravitational-Wave Echoes in GW150914
   Rusishvili, Mikheil
4. Emergent Time: A Causal-Machian Time Field Coupled to Matter
   Jaster, A.
5. The Saeidi Wavelength-Transition Manifold: Covariant Scale Acceleration, Local Gravitational Conversion Length, and Circular–Hyperbolic Transformation Geometry
   Saeidi, Alireza
6. Geometric origin of complex wavefunctions: From the spacetime algebra Cl(1, 3) to the Schrödinger equation
   Hubka, Marek
7. ZETA: Identity Theory I
   Zavieh, Kirk
8. VP Communities: A Constitutional Presentation of the VP Environment for Research Communities
   Kazlauskas, Darius
9. The Mocanu Metallic X₀(2) Completion Theorem
   MOCANU, Sorin G.
10. On Sections of the Bundle, Algebraic Selection of Indexical Manifestness, and Trajectory-Segment Translation of Foundational Programs
    Reid, Aron
11. Universal Inverse Inflation: An Effective Inverse-Rescaling Model for Black-Hole Interior Cosmology
    Underdal, Olav Mitchell
12. ValerieX Master Framework: Motion, Environment, and the Realisation of Experience
    Parkyn, Nicholas

Evaluation Baseline
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)

AIPR Monthly Evaluation Cohort
Source Window: May 2026
Total papers discovered during month: 2398
Papers entering triage: 306
(100+ registered unique downloads)
Papers receiving full structural evaluation: 125
Papers with AIPR Structural Score ≥ 42/55: 52

Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus. Direct submissions and the featured legacy paper are not included in the monthly cohort counts above.

Volume 2 · Issue 08 – September 28, 2026

Citation: AI Physics Review. Vol. 2, Issue 8. Open-Access Dataset; Source Window: May 9 – 18 2026. Compression Theory Institute. September 28, 2026.

Contents

Featured Legacy Paper:

1. Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?
   Einstein, A.; Podolsky, B.; Rosen, N.

Contemporary Evaluations:

2. The 4πG = 1 Convention as an Entropy-Area Density Normalization
   Cabrera Iglesias, Enzo
3. The Principle of Informational Distinction: From Measurable Distinction to Quantum Action and Gravitational Geometry
   Pérez, Jorge Marcos
4. Kinematic Selection Bias, Anisotropy, and Retrograde Orbits in Long-Period Comets
   Almeida Pires, Pedro  *AIPR Submission
5. Electron Inevitability Program, Part I: Finite-Window Response, OS-Positive Activation, and Minimal Charge Branch Extraction
   Lee, Byoungwoo
6. On Information and Time – A Spacelike 5D Informational Metric
   Ionuțaș, Horia
7. Anaxiomatic Mechanics: Deriving Classical Relations from a Pre-Axiomatic Substrate
   Dick, Adam A.
8. A Unified Analytical Framework for Hydrogenic Probability Distributions: From Orthogonal Polynomials to 3D Nodal Topology.
   Mankame, Devdatta Meghasham
9. Black Holes as Information Relay Stations: A Six-Principle Synthesis from Holography to Unitarity
   Lee, Taekyung
10. General Relativity as a Coarse-Grained Projection of a Fundamental τ-Phase Geometry
    Masarrat, Bahman
11. Quantum Sphaera Companion: A Structure-First Mathematical Unfolding
    Brendecke, Marc
12. A Modular Gate-and-Kernel Architecture for Early-Universe Mechanism Building
    Dunn, Aric
13. The Geometry of the Critical Line: A Reader’s Map
    Kramarenko-Byrd, Pavel V.
14. The Cosmological Constant as a Feedback Attractor (Paper I)
    Salmond, Peter
15. ValerieX (VXXX): A Symmetry-Based Reorganisation of Classical Buoyancy and Added-Mass Behaviour: Density-State Disequilibrium, Valerie’s Law, and the Density-State Drive
    Parkyn, Nicholas

Evaluation Baseline
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)

AIPR Monthly Evaluation Cohort
Source Window: May 2026
Total papers discovered during month: 2398
Papers entering triage: 306
(100+ registered unique downloads)
Papers receiving full structural evaluation: 125
Papers with AIPR Structural Score ≥ 42/55: 52

Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus. Direct submissions and the featured legacy paper are not included in the monthly cohort counts above.

Volume 2 · Issue 07 – September 21, 2026

Citation: AI Physics Review. Vol. 2, Issue 7. Open-Access Dataset; Source Window: May 1-8 2026. Compression Theory Institute. September 21, 2026.

Contents

Featured Legacy Paper:

1. On the Law of Distribution of Energy in the Normal Spectrum
   Planck, Max

Contemporary Evaluations:

2. Rigidity and Conserved Structure in Symmetry-Selection Quantum Channels
   Meghani, Salimah H.
3. ONE AXIOM: 2C The Energy – OCF Projections into Physical Interfaces
   Spychalski, Robert  *AIPR Submission
4. Terminal Altitude Architecture and Post-Selection Artifacts in Adjacent Zeta-Zero Spacing
   Huckstead, Jeffery
5. HDC – CBC The Complete Framework
   Audet Palau, Jordi  *AIPR Submission
6. Λ: Ground Mode of the Cosmic Boundary
   Shatto, B.
7. The Casimir Effect as Boundary-Mode Resonance Lock in USP Field Theory
   Sepehri, Sadegh
8. TEBAC 9D/9D+: A Revised Foundational Framework
   Karadzhov, Tosho L.
9. Compression Synthesis: Effective Theories as Self-Consistent Compressions of Substrate Dynamics
   Hao, Daniel Tan Fook
10. Confined Curvature Bounce Theory A Curvature-Triggered Nonsingular Black-Hole Model with Internal Support Deconfinement, Parent Effective Dynamics, and Mesoscopic Holonomy-Domain Closure
    Zniber, Othmane
11. q0 as a Methodological Bridge Between General Relativity and Quantum Field Theory A Free-Energy-Minimum Piecewise-Flat Regge-Cell Picture in the G0 Limit
    Wu, Haodong; Wu, Lihang
12. The Interior Observer Cosmological Framework Paper 17 — The Modular Projection Theorem: Operator-Level Closure of the Gauge Thermal Transfer Principle via Shared Hilbert Space Construction and Fiberwise KMS Inheritance
    Fife, David
13. The Schur-Rank Multiplication Tensor: A Framework for Multiplicative Algebra Invariants in Geometric Complexity Theory, with Two Certified Non-Containment Results for det3 and perm3
    Lempers, Sasha
14. The Natural Constant of the Hilbert-Polya Operator: Arc-Length Oscillation and Asymptotic Convergence in the Prime Gravity Manifold
    Gleason, Timothy
15. Emergent Spacetime from Relational Fundamental Dynamics
    Gültekin, Jan Ercan

Evaluation Baseline
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)

AIPR Monthly Evaluation Cohort
Source Month: April 2026
Total papers discovered during month: 2258
Papers entering triage: 236
(100+ registered unique downloads)
Papers receiving full structural evaluation: 74
Papers with AIPR Structural Score ≥ 42/55: 10

Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus.

Volume 2 · Issue 06 – September 1, 2026

Citation: AI Physics Review. Vol. 2, Issue 6. Open-Access Dataset; Source Window: September 2026. Compression Theory Institute. September 1, 2026.

Contents

Featured Legacy Paper:

1. Quantum Theory From Five Reasonable Axioms
   Hardy, Lucien

Contemporary Evaluations:

2. The Dyadic–Nome Bridge: A Structural Classification Theorem for Admissible Scale Connections
   Meghani, Salimah H.
3. Finite Observation
   Dunkley, J. R.
4. Structura Ex Necessitate Standardis Modelis
   Maley, Amos Jay
5. Two Speeds of Gravity: Constraints and Waves in General Relativity
   McGinty, Louis Albert
6. A Critique of the Book Free Actors: How Evolution Gave Us Free Will
   Mehrzad Sarami
7. On the Necessity of Interface Structure in Relational Physical Theories
   Zeitz, Chaim
8. Prime-Phase Entropy and Fractal Scaling in Random Euler-Product Models
   Lee, Byoungwoo
9. Exact Thermodynamic Laws on the Forced CH2 Geometry
   Kreder III, Karl J.
10. A Cosmology-Linked Low-Acceleration Scale from Galaxy Dynamics, Weak Lensing, and an Information-Theoretic Interpretation
    Antoche-Albisor, Dan
11. Advanced Didactic Compendium of Informational Physics
    Carenzi, Ivan

Legacy / Calibration Issue

Volume 1 · Issue 0 – August 2026 – GPT 5.6

Calibration Issue – Versioned under evolving evaluation baselines

Contents

1. Zur Elektrodynamik bewegter Körper;
   Einstein, A.

2. “Relative State” Formulation of Quantum Mechanics
   Everett, Hugh, III
3. Particle Creation by Black Holes
   Hawking, S. W.
4. Inhomogeneous Electron Gas*
   Hohenberg, P.; Kohn, W.
5. The Large N Limit of Superconformal field theories and supergravity
   Maldacena, Juan
6. A Dynamical Theory of the Electromagnetic Field.
   Maxwell, J. Clerk
7. Quantisierung als Eigenwertproblem;
   Schrödinger, E.
8. A MODEL OF LEPTONS*
   Weinberg, Steven

Prior Issues

Volume 2 · Issue 5 – August 17, 2026

Featured Legacy Paper

Simulating Physics with Computers
Feynman, Richard P.

Contemporary Authors Covered

Khalamendyk, Ivan; Blore, Zayn; Bocquet, Gwenolé; Mittermeier, Rainer Andreas; Brown, Edward Dean; Karadzhov, Tosho; Davidson, Lance Thomas; De Giuseppe, Alex; Villarroel H., J. G.; Mata Sánchez, Luis Diego

Volume 2 · Issue 4 – August 3, 2026

Featured Legacy Paper

The Chemical Basis of Morphogenesis
Turing, A. M.

Contemporary Authors Covered

Luz, Thiago; Maley, Amos Jay; Iizumi, Masamichi; Gil, José J.; Lee, Byoungwoo; Alfyorov, David; Locatelli, Roberto; Sabouhi, R.J.; Labadin, Igor; Song, Daegene; Rolim, André Belfort

Volume 2 · Issue 3 – July 20, 2026

Featured Legacy Paper

Ordering, metastability and phase transitions in two-dimensional systems
Kosterlitz, J M; Thouless, D J

Contemporary Authors Covered

Eriksson, Lluis; Muacca; Wu, Lihang; Wu, Haodong; Mueller, Bernhard; Allen, Kea’Ron; Geil, Michael; Roland, Ishay; Mahmoud, Ahmed Hamid; Hensgen, Allison; Elbasan, Serkan

Volume 2 · Issue 2 – July 6, 2026

Featured Legacy Paper

Die Grundlage der allgemeinen Relativitätstheorie / The Foundation of the General Theory of Relativity
Einstein, A.

Contemporary Authors Covered

Kim, Soyoung; Dunn, Aric; Dumas, Alexandre; Trees, Nala; Boecke, Matthew S.; Meghani, Salimah H.; Gebendorfer, Jonas J.; The Polyphonic Field; Mousel, John; Tsanov, Vasil; Martin, Francis J

Volume 2 · Issue 1 – June 1, 2026

Featured Legacy Paper

Conservation of Isotopic Spin and Isotopic Gauge Invariance
Yang, C. N.; Mills, R. L. | Published 1954

Contemporary Authors Covered

Cabrera Iglesias, Enzo; Oertel, Jacob S.; Shimizu, Yoshinori; Singh, Amit Kumar; Pelligra, Simone; Lee, Ju Hyung; Tramonti, Jason; Morton, Andrew; Widgren, Anders Nils Gunnar; Johansson, Germund; Sinibaldi, Alessandro; Gurramkonda, Vinay Sagar; Gupta, Sanket

Volume 1 · Issue 7 – May 18, 2026

Featured Legacy Paper

On the Einstein Podolsky Rosen Paradox
Bell, J. S. | Published 1964

Contemporary Authors Covered

Beguerie, Gabriel; Sacha, Mohamed; Cabrera Iglesias, Enzo; Vasquez, Keith R.; Giménez Urrea, Jesús; Wegener, Gregor Herbert; Melo, Marcel Freire de; Bedenko, Valery; Furukawa, Takehiro

Volume 1 · Issue 6 – May 4, 2026

Featured Legacy Paper

Space-Time Approach to Non-Relativistic Quantum Mechanics
Feynman, R. P. | Published 1948

Contemporary Authors Covered

Castronuovo, Vitantonio; Hughes, Jason Peter; Levin, Eric L.; Leue, Jeanette; de Aquino Junior, Marcos Eduardo; Shaver, Baron; Adriano, Paulo; Fugunt, Alexandra; Saveliev, Alexander; Declercq, Nico F.

Volume 1 · Issue 5 – April 20, 2026

Featured Legacy Paper

On the Relationship between the Second Fundamental Theorem of the Mechanical Theory of Heat and Probability Calculations Regarding the Conditions for Thermal Equilibrium
Boltzmann, Ludwig | Published 1877

Contemporary Authors Covered

Mghirbi, Nidhal; Asplind, Björn; Warburton, A.; Wolf, Tobias; Peris, Jonatan; Elmas, Furkan; Takahashi, K.; Li, Yuanjian; Elliott, H. G.

Volume 1 · Issue 4 – April 13, 2026

Featured Legacy Paper

Invariant Variation Problems
Noether, Emmy | Published 1918

Contemporary Authors Covered

Antonov, Lyudmil; Čižek, Emmanouil Karolos; Sabljić, Branimir; Dindar, Baran; Curci, Alberto; Howe, Cale Scott; Jang, Y.; deLyra, Jorge L.; İnal, Cüneyt

Volume 1 · Issue 3 – April 6, 2026

Featured Legacy Paper

A Mathematical Theory of Communication
Shannon, Claude E. | Published 1948

Contemporary Authors Covered

Perry, Anthony; Totsam; Reeves, Keefe; Nazat, Md. Shaikhul Hadis; Doost, Mark Behzad; Speicher, Cherry; Zeciri, Gjevdet; Bashan, Nadav; Rezapour, Majid; Rezapour, Ramin; Chen, Wen-Xiang

Volume 1 · Issue 2 – March 30, 2026

Featured Legacy Paper

Conservation of Isotopic Spin and Isotopic Gauge Invariance
Yang, C. N.; Mills, R. L. | Published 1954

Contemporary Authors Covered

Anderson, Thomas Orr; Arcaya Véliz, Juan Carlos; Büyük, Sedat; Cooper, Evlondo; Delucchi, Daxx; Låvenberg, T.; McElvain, Mason William; Neuberger, Michael; Smawfield, Matthew Lukin; Snyder, Adam

Volume 1 · Issue 1 – March 2026

Featured Legacy Paper

The Quantum Theory of the Electron
Dirac, P. A. M. | Published 1928

Contemporary Authors Covered

Brown, Daniel; Chinitz, Jacob; Hentsch, Patrick; Poyau, Reginald; Reeves, Keefe; Rietz, Philipp; Spychalski, Robert; Stieger, G.

Volume 1 · Issue S1 – March 2026

Special Issue (Curated Edition)

Authors Covered

Arkani-Hamed, Nima; Benincasa, Paolo; Berezhiani, Lasha; Brown, Adam R.; Harlow, Daniel; Khoury, Justin; Maldacena, Juan; Pastawski, Fernando; Postnikov, Alexander; Preskill, John; Reuter, Martin; Roberts, Daniel A.; Saueressig, Frank; Susskind, Leonard; Swingle, Brian; Verlinde, Erik; Weinstein, Eric R.; Yoshida, Beni; Zhao, Ying

What Makes This Review Different

AI Physics Review focuses on structural readiness rather than scientific verdicts. The evaluation system measures the clarity and organization of a manuscript’s analytical structure without attempting to determine whether a theory is correct or important.

Author identity, institutional affiliation, citation counts, download metrics, and theoretical popularity are not considered. Only the explicit structural properties of the manuscript are evaluated.

How Papers Enter the Review

1. Authors deposit their manuscript on Zenodo.
2. The record is submitted to the AI Physics Review Zenodo community.
3. Eligible manuscripts may be evaluated as part of future issue cohorts.
4. Selected papers are presented in the Review through structured analytical overviews.

Detailed submission instructions are available on the Submissions page.

Scope of the Project

AI Physics Review does not replace peer review and does not attempt to adjudicate scientific correctness. The project provides a structured publication layer that highlights manuscripts demonstrating strong analytical organization under a declared evaluation protocol.

Participation is voluntary. Authors may request corrections or an editorial withdrawal notice for their work at any time. Because issues are archived through DOI repositories, the original issue record remains preserved as part of the scholarly archive.

Custodian Recusal and External Transparency Reviews

Research authored or coauthored by the AIPR custodian is recused from AIPR submission, evaluation, scoring, acceptance, recognition, and featured-paper selection in order to avoid institutional self-review.

For transparency, AIPR links to AIPR-style structural evaluations of the custodian’s research hosted externally by the Compression Theory Institute. These external records are provided for disclosure only. They do not constitute AIPR evaluation, acceptance, endorsement, recognition, or publication.

View the external CTI transparency review

Publisher Note

AI Physics Review is published by the Compression Theory Institute. The institute also offers independent consulting services related to AI-assisted research workflows and structural manuscript analysis. These services are separate from the AI Physics Review evaluation process and have no influence on scoring, selection, or publication decisions.

Learn more: compressiontheoryinstitute.org