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, or author reputation. Instead, it examines the structural presentation of a manuscript: how clearly the problem is defined, how assumptions are stated, how equations are constructed, 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.

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-5.5
Eval. Protocol: 3.32

Volume 2 · Issue 3 – July 20, 2026

Citation: AI Physics Review. Vol. 2, Issue 3. Open-Access Dataset; Source Window: February 8-28, 2026. Compression Theory Institute. July 20, 2026.

Contents

Featured Legacy Paper:

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

Contemporary Evaluations:

2. THE MASTER MAP: An Audit-First, Attack-Resistant Navigation Guide to the Unconditional Solution of the 4D SU(N) Yang–Mills Existence and Mass Gap Problem (Clay Millennium Problem)
   Eriksson, Lluis
3. Topology-Dependent Phase Classification of Effective Potentials in Einstein–Cartan + Nieh–Yan Minisuperspace
   Muacca
4. G Tensor Metrology Convergence Framework for Discrete G Measurements: Two-Parameter Extrapolated Definition and Verification of the Apparatus-Independent Baseline G0
   Wu, Lihang; Wu, Haodong
5. Observer-Patch Holography
   Mueller, Bernhard
6. Geometric Capacity Constraints and Operator Level Information Bounds: A Conditional Derivation
   Allen, Kea’Ron
7. Emergent Causality and Unaligned Geometry: A Coherence-Based Framework (Collected Papers)
   Geil, Michael
8. Matter-Space Coupling Framework: Deriving General Relativity as the IR Limit of Causal Substrate Dynamics
   Roland, Ishay
9. THE DYNAMICS OF DISCRETE FACT: A Phase-Transition Theory of Wavefunction Collapse
   Mahmoud, Ahmed Hamid
10. The Coherence Field: A Generative Template for Coherence-Driven Evolution and Domain Flows
    Hensgen, Allison
11. OPERATIONALIZING (R) Recurrence and (S) Structure: A Domain-General Structural Grammar for Recursive Systems
    Elbasan, Serkan

Evaluation Baseline
Model: GPT-5.5
Eval. Protocol: 3.32

Volume 2 · Issue 2 – July 6, 2026

Citation: AI Physics Review. Vol. 2, Issue 2. Open-Access Dataset; Source Window: February 1-7, 2026. Compression Theory Institute. July 6, 2026.

Contents

Featured Legacy Paper:

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

Contemporary Evaluations:

2. A compact consistency check linking conditional time, dephasing decoherence, and decoherent histories
   Kim, Soyoung
3. Relativistic Shedding: A Kinematic Threshold for Emission into Weakly Coupled Eigenmodes
   Dunn, Aric
4. Adaptive Non-Local Gravity: A Tensor Parity Horizon from Dynamic Cutoffs
   Dumas, Alexandre
5. Capacity Geometry: REG, Dirichlet Tension, Curvature Identity, and Quasi-Local Mass
   Trees, Nala
6. Constitutive Gravity: Collected Volume (Papers I–XVIII)
   Boecke, Matthew S.
7. Forced Noether Currents and Rigid Analytic Completion in Universal Phase Structure
   Meghani, Salimah H.
8. A Mechanism Dichotomy for Power-of-Two Cycles in Honeycomb Toroidal Graphs of Girth 6
   Gebendorfer, Jonas J.; The Polyphonic Field
9. Stabilizing Runaway Renormalization-Group Flows via Admissibility Constraints
   Mousel, John
10. Global Affine Time and Metric Uniqueness: A Geometric Characterization of Linear and Cyclic Temporal Structure
    Tsanov, Vasil
11. Energetic Time Theory: A Resolution of the Problem of Time
    Martin, Francis J

Evaluation Baseline
Model: GPT-5.5
Eval. Protocol: 3.3

Volume 2 · Issue 1 – June 1, 2026

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

Contents

Featured Legacy Paper:

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

Contemporary Evaluations:

2. The Horizon Response Principle: A Friendly Primer
   Cabrera Iglesias, Enzo
3. Shift–Clip–Cap Clause Aggregation Yields #P-Hardness at Additive Error 1
   Oertel, Jacob S.
4. Unified Evolution Equation
   Shimizu, Yoshinori
5. The Zero Entropy Framework (ZEF): A Pre-Geometric Order-Parameter Approach to Emergent Spacetime, Matter, and the Dark Sector
   Singh, Amit Kumar
6. An Operational Framework for the Unification of General Relativity, Quantum Mechanics, and Thermodynamics in String-Theoretic Backgrounds, Based on Neutral Information: Neutral Time and the Emergence of the Arrow by Interaction
   Pelligra, Simone
7. Information–Gauge RUEQFT with a Single Ultralight Stückelberg Vector: Operational Entropic Currents, Real–Time FRG Signatures, and UV→IR Portal Matching
   Lee, Ju Hyung
8. The Causal Response Framework Volume I: Dark Matter Phenomenology
   Tramonti, Jason
9. A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena
   Morton, Andrew
10. The Informational Mechanics First Wave: An Intuitive Introduction and Reading Guide
    Widgren, Anders Nils Gunnar
11. Radiatively stable vacuum energy from a gauged constant vacuum mode
    Johansson, Germund
12. CONSERVATION EQUATION ALONG GREAT CIRCLES (G.C.) AND GREAT ELLIPSES (G.E.).MODIFIED CLAIRAUT’S RELATION OF A G.E.
    Sinibaldi, Alessandro
13. Vinay’s Energy–Acceleration Law: A Finite-Identity Kernel for Quantum Gravity, Cosmology, and Forces
    Gurramkonda, Vinay Sagar

Young Researcher Recognition:

14. Dimensional Reflection Gravity: A Bivector-Based Reformulation of Spacetime Curvature
    Gupta, Sanket – Age 16 Grade 11

Legacy / Calibration Issue

Volume 1 · Issue 0 – March 2026

Calibration Issue – Versioned under evolving evaluation baselines

Contents

1. Zur Elektrodynamik bewegter Körper – On the Electrodynamics of Moving Bodies (Special Relativity)
   Einstein, Albert

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, James Clerk
7. Quantisierung als Eigenwertproblem (Quantization as an Eigenvalue Problem)
   Schrödinger, Erwin
8. A Model of Leptons
   Weinberg, Steven

Prior Issues

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.

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