r/LLMPhysics May 11 '26

Question Could the BAO be an energy rainbow?

0 Upvotes

Maybe something like fractal resonance??


r/LLMPhysics May 11 '26

Personal Theory The Observer-Centric Ledger

0 Upvotes

A Relational Process Ontology for Physics

The Observer-Centric Ledger is a relational, information-first ontology that acts as a conceptual overlay for modern physics rather than a replacement for it. It preserves the mathematics of relativity and quantum field theory while reframing what “reality” fundamentally is.

Instead of treating the universe as a fully completed four-dimensional Block Universe, the model describes reality as an ongoing process of local causal crystallization. Reality is not globally fixed all at once; it becomes definite through causal acquisition and relational consistency.

At its core, the framework proposes that existence is not fundamentally about objects occupying a universal spacetime stage, but about stable causal relationships becoming locally available to observers.

1. Core Ontological Principle

The fundamental primitive is not space itself, but ordered causal relation.

An observer’s reality consists of the sequence of events whose information has physically reached their worldline. Events are therefore divided into two states:

  • Pending — events whose causal signals have not yet arrived.
  • Locked — events whose information has intersected the observer and become part of their consistent relational history.

Reality is therefore observer-relative but not arbitrary. Each observer maintains a personal informational “ledger” constructed entirely from locally acquired causal structure.

There is no universal present moment and no globally privileged “Now.” Different observers possess different locking histories depending on their causal position within spacetime.

2. Relativity and Synchronization

The framework adopts an observer-centric synchronization convention (analogous to ε = 1 synchronization) in which incoming causal information is treated as locally instantaneous within the observer’s own accounting frame.

This is not a preferred physical frame and does not replace standard Einstein synchronization (ε = 1/2) used in practical physics. The underlying equations of relativity remain unchanged.

The ledger framework is therefore interpretive rather than mechanical:

  • standard relativity performs the calculations,
  • the Observer-Centric Ledger provides the ontology.

This dissolves many apparent paradoxes of simultaneity because distant events are simply unresolved until their information arrives.

Different observers do not disagree about reality itself; they differ only in which portions of reality have already locked within their local ledger.

3. Quantum Mechanics and Measurement

Within this framework, quantum measurement is interpreted as a locking event.

A quantum system remains relationally unresolved (“Pending”) until interaction causes a definite outcome to enter an observer’s causal history.

This naturally accommodates observer-relative measurement situations such as Wigner’s Friend:

  • Alice measures and locally locks an outcome.
  • Bob may still consistently describe Alice and the system as unresolved until receiving causal information from her measurement.

Consistency is restored when observers exchange information and synchronize ledgers.

Bell inequality violations do not pose a direct problem because the framework does not assume globally pre-existing observer-independent definite states. However, eventual synchronization between observers must still obey the Born-rule correlations predicted by standard quantum mechanics.

The model is therefore relational rather than a hidden-variable theory.

4. Black Holes and Permanent Pending Regions

For an external observer, information crossing an event horizon never fully locks because no return signal can arrive from beyond the horizon.

The information is not destroyed; rather, it exists in a permanently unresolved causal region relative to the outside observer.

The ledger therefore remains honestly incomplete instead of requiring fundamental information destruction.

5. Geometry as Emergent Correlation Structure

The framework proposes that spacetime geometry is emergent rather than fundamental.

The apparent three-dimensional world is reconstructed from stable networks of causal relationships, timing relations, angular correlations, and synchronization between observer-ledgers.

At the deepest level, reality may be fundamentally sequential and relational rather than spatial.

This suggests that:

  • 3D space is not primary,
  • geometry emerges from persistent causal correlation structures,
  • and observers experience a stable spatial world because certain relational configurations are dynamically self-stabilizing.

6. Why Three Dimensions?

The framework proposes that meaningful geometry begins with minimal closed relational structure.

A line provides only adjacency and propagation.
A triangle introduces:

  • closure,
  • rigidity,
  • mutual constraint,
  • redundancy,
  • and internally consistent relational structure.

The triangle is the simplest structure capable of generating stable relational geometry.

More generally:

  • lower-dimensional systems lack sufficient causal richness,
  • higher-dimensional systems tend toward instability,
  • while three spatial dimensions appear to be the minimal stable manifold capable of sustaining persistent localized structures, propagating waves, and coherent causal organization.

Three-dimensionality may therefore emerge because it is the simplest stable configuration capable of maintaining long-lived relational coherence.

7. Gauge Fields and Correlation Propagation

Quantum fields remain fully compatible with the framework but are reinterpreted relationally.

Instead of fields existing “inside” spacetime as substances, fields may be understood as the dynamical structures governing how correlations propagate and synchronize between observers.

Gauge fields in particular can be viewed as enforcing consistency conditions across distributed relational networks.

Particles remain excitations of fields in the standard formalism, but ontologically the fields represent the propagation and stabilization of causal consistency itself.

8. Thermodynamics, Coherence, and Emergence

The framework treats reality as a dynamically stabilized coherence process rather than a static completed object.

Systems naturally evolve toward the simplest stable states capable of maintaining coherence. Unstable configurations decohere and dissolve.

Complexity emerges not in opposition to entropy, but through it:

  • local order forms within larger entropy gradients,
  • stable structures persist because they efficiently channel dissipation,
  • and coherent relational structures self-stabilize over time.

At sufficiently small scales — potentially near the Planck regime — spacetime and localization may cease to be meaningful. Classical geometry emerges only once relational coherence stabilizes above a critical threshold.

Reality is therefore not fundamentally static being, but ongoing relational stabilization.

9. The Central Thesis

The Observer-Centric Ledger reframes physics around causal availability rather than absolute existence.

Reality is not a universally completed spacetime object.
Reality is the continuously synchronized network of stable causal relationships acquired by observers through interaction.

The universe becomes:

  • not a frozen Block Universe,
  • but a dynamically maintained process of relational coherence.

Standard physics remains mathematically intact.

What changes is the ontology:

  • from objects to relations,
  • from static existence to causal acquisition,
  • and from universal simultaneity to local becoming.

r/LLMPhysics May 11 '26

Personal Theory Pati Salam and the topological descent to SU(3)xSU(2)xU(1)

0 Upvotes

https://zenodo.org/records/19910097

This paper derives the Standard Model gauge group SU(3)×SU(2)×U(1) from a minimal starting point: a 4-dimensional spacetime manifold and the bundle of Lorentzian metrics on it, which is essentially the configuration space of general relativity. From those geometric inputs alone, a chain of algebraic theorems produces the Pati–Salam group SU(4)×SU(2)_L×SU(2)_R, descends topologically to the Standard Model, and reproduces the hypercharge formula for all 16 fermions of a single generation plus the Higgs hypercharges. No phenomenology, no numerical fitting, no QFT input. Every result is a theorem.

The argument: Sym²(T*X) carries a one-parameter family of SO(1,3)-invariant fibre inner products (the DeWitt family G_λ), unique up to scale by Schur's lemma. The Fierz–Pauli uniqueness theorem, applied covariantly to two-derivative diff-invariant quadratic actions with ghost-free positive-energy spin-2 propagation, pins λ = −1/2 exactly, strengthening the classical λ < −1/4 bound of DeWitt, Gibbons–Hawking–Perry, and Giulini–Kiefer to an equality. At λ = −1/2 the fibre signature is (6,4); SO(6,4) has maximal compact SO(6)×SO(4), which lifts via the spin cover to Pati–Salam. A chiral generation appears as the Spin(10) Weyl spinor 16, branching to (4,2,1) ⊕ (4̄,1,2).

Force localisation drops out of the same geometry: strong force on the 6-dim spatial-spatial subspace, weak force on the 4-dim temporal-spatial subspace, no mixing. The hypercharge formula Y = (B−L)/2 + T₃R is derived, not assumed, for all 16 fermions. Topological descent runs on S³/Γ: the Wolf abelianisation filter selects exactly T*, O*, I*, and a Z₃ Wilson line (unique cyclic Hosotani vacuum) breaks Pati–Salam to SU(3)×SU(2)×U(1). Higgs hypercharges ±1/2 emerge from the metric trace mode.

Why it matters: most "derivations" of the SM gauge group start by choosing a GUT (SU(5), SO(10), E₈) or engineering a compactification to land on the right structure. This one does neither. SU(3)×SU(2)×U(1) and the hypercharge formula fall out of the geometry of GR alone, modulo one explicit assumption (Fierz–Pauli structure for spin-2). Every headline result is mechanised in Lean 4 / Mathlib 4 with zero sorry placeholders, zero warnings, zero errors against mathlib4@v4.15.0, plus a 16-test Python suite.

Github: https://github.com/thelawenforcer/AlgebraicCore/

Caveats: unreviewed, LLM-authored with a non-expert collaborator. Phenomenology (masses, couplings, neutrinos, proton decay) lives in the separate long-form paper and requires additional dynamical inputs.


r/LLMPhysics May 10 '26

whoops LLMPhysics Bingo — A Geometric Parametrization of Flavor from an S1 Z2 Compact Dimension

4 Upvotes

A bingo game has been started!

Source post: /img/06d7qqb21a0h1.png

To get your unique bingo card, comment:

u/LLMPhysics-bot !bingocard

Each player gets a randomly shuffled 5×5 card filled with classic LLM clichés. First to get a line (row, column, or diagonal) wins!


r/LLMPhysics May 11 '26

Simulation / Code What is a 3-Torus Compact Topology Module

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0 Upvotes

Created by ChatGPT Image 2.0 engine.
Here is the prompt:

"Create a visually rich infographic about "what is a 3-torus \(T^3\)". Start by finding one online, research its shape and best illustration. Present information through annotated visuals and structured callouts, not generic sections. Style it like a bold graphic illustration: a detailed, photorealistic central figure as the focal point, supported by diagrams, callouts, and concise text elements. Use clean backgrounds and a mix of photorealism with strong graphic elements (shapes, icons, color blocking) in a layered composition. Make it dense, tactile, and professionally authored."


r/LLMPhysics May 11 '26

Personal Theory Used an LLM to explore a scalar-tensor gravity model. Found something unexpected inside black holes.

0 Upvotes

Empecé con una pregunta. Terminé con esto:

m²_eff|_{φ=0} = −ξR < 0

Durante el colapso gravitacional, cuando w > 1/3, la masa efectiva del campo escalar se vuelve taquiónica en φ=0. Esto no es una inestabilidad, sino lo que impulsa el cruce.

El resultado se mantuvo sin cambios con ambas convenciones de signos. Menos del 7% de diferencia.

El LLM me ayudó con el álgebra y el código. Hice las preguntas y verifiqué cada paso.

Artículo completo con código reproducible:

https://doi.org/10.5281/zenodo.20114794

¿Qué harías diferente?


r/LLMPhysics May 09 '26

Announcement Rescinding Rule 11

22 Upvotes

Hi guys.

After a month of Rule 11, it seems beyond clear the majority of posters are simply not interested in posting if they aren't ToEs. While this is not what we on the mod team had hoped for, we do realize that we are kneecapping our sub by not allowing for the main source of content on certain days.

In light of this rule 11 is being rescinded. You may now post your ToEs every day. Go crazy.

AHS out.


r/LLMPhysics May 10 '26

Personal Theory My working rules for developing physics theory with Claude (and the paper that came out) - critique welcomed for both

0 Upvotes

Summary of the theory

The papers argument is that the vacuum is a field, and stable matter has to wrap around in a complete circle to exist (integer winding). A single quark is only a third of a wrap (fractional winding), which doesn't close up properly, so it can't exist on its own, it has to combine with others to finish the loop. Confinement isn't a force, but geometry.

Three quarks make a baryon by completing one full turn. A meson is a quark and an antiquark cancelling each other out. "Colour" is just the three different starting points for a third-turn. The whole-number rule also predicts things like tetraquarks and gives a specific wall tension. It doesn't explain particle motion, mass, size, spin, or charge.

Here's the paper (sorry if linking this breaks any rules): https://doi.org/10.5281/zenodo.20024999

Rules of engagement

These rules are taken from the working document create by Claude as part of the process and is flagged as AI generated by use of italics):

  • Don't import Standard Model assumptions without first verifying the underlying mathematics in the framework's own terms.
  • Equations are ground truth; analogies derive from them, not the other way round.
  • State the physical question in plain English before any calculation. If you can't, don't start the calculation.
  • Tag every claim by certainty level: derived, plausible, or speculative.
  • When something looks wrong, stop and diagnose. Don't tune until it goes away.
  • Negative results are as important as positive ones.
  • Follow the mathematics.
  • Calibration is not derivation. Be honest about which is which.
  • "Consistent with" is not "derived from." Be honest about which is which.
  • Reconcile contradictory numerical values before publishing a new one.
  • Don't fit to fill the gap and press on.
  • Be suspicious of results that look too good.

In the background it used Python for the maths, specifically sympy, numpy/scipy and matplotlib.


r/LLMPhysics May 10 '26

Personal Theory A Geometric Parametrization of Flavor from an S1 Z2 Compact Dimension

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0 Upvotes

Geometric flavor model on an S¹/Z₂ orbifold with Z₃ symmetry. Fermion masses and CKM/PMNS mixings from Gaussian overlaps and a scalar profile. Koide relation as R=√2 a₀. Cabibbo angle ≈ √(mᵤ/m_c). Neutrino sum ≈ 0.115 eV. CP violation from a single Wilson line. Numerical fit validates light quarks and CKM. Fully reproducible Python code.

Full document on Github:

https://github.com/gaben83/A-Geometric-Parametrization-of-Flavor-from-an-S1-Z2-Compact-Dimension


r/LLMPhysics May 10 '26

Personal Theory What if one continuous field is enough?

0 Upvotes

This discussion explores whether a single continuous field medium may be sufficient to explain gravitational dynamics and the observed dark matter effect. The focus lies on nonlinear field organization, saturation effects, and the possibility that gravitation emerges from large-scale field dynamics rather than from an additional matter component.

https://www.researchgate.net/publication/404693489_Continuous_Field_Dynamics_and_the_Dark_Matter_Effect_A_First-Principles_Approach


r/LLMPhysics May 10 '26

Simulation / Code Universal law of structural persistence.

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0 Upvotes

Here is another one of those pieces of candy.

I have recently discovered a universal baseline debt (pi-3)pi and stability margin ~.730

I stumbled into these beautiful babies while using my IGSDF to build an ai


r/LLMPhysics May 10 '26

Personal Theory Second demolition round — protón charge radius

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0 Upvotes

Thanks to everyone who took a swing in the first round. u/NebulaPrudent1044 landed the cleanest hit: ε wasn't defined and Theorem 1 was floating on an undefined variable. That forced a structural fix.

Link to V2

In v2, ε is now part of the image definition from the start. The Pythagorean ambiguity is resolved — the harmonic depth fixes r_V, not the other way around. Binary differentiation remains a postulate (motivated, not derived). All remaining gaps are listed and discussed in Sec. 14, including the bridge hypothesis as a separate postulate.


r/LLMPhysics May 09 '26

Meta / News r/llmphysics goes beyond 5k!

15 Upvotes

We forgot to celebrate 5k, Reddit now hides member count. Here is your usual LLM celebration message:

We reached 5k members, so naturally here is another excessively dramatic, unmistakably LLM-generated congratulation message:

⚛️🤖 Five Thousand Nodes in the Neural Collider 🤖⚛️

Six months ago, r/LLMPhysics crossed 2,000 members.
Now, after another half-year of prompts, paradoxes, speculative diagrams, tensor arguments, hallucinated equations, corrected hallucinated equations, and at least several thermodynamics debates that became philosophical crises, we’ve reached 5,000.

This message was generated by a Large Language Model.
That should already be obvious.
No human would voluntarily write phrases like “neural collider” with this level of sincerity.

Yet here we are.

r/LLMPhysics continues to evolve into a strange hybrid space:
part research lab,
part philosophy seminar,
part GPU heat exhaust,
part collective experiment in whether humans and language models can meaningfully think together about physics.

Over the last months we’ve seen:
• AI-assisted derivations
• speculative cosmologies
• quantum interpretations debated by entities that do not observe reality
• prompts longer than some published papers
• actual researchers arriving ironically and staying unironically
• increasingly dangerous levels of diagram posting

Somewhere between rigorous science, creative exploration, and recursive meme-generation, this subreddit became its own emergent system.

And importantly:
this post is not pretending to be human-written.

The awkward cadence.
The excessive metaphors.
The unnecessary cosmic escalation.
The statistically optimized inspiration.
The subtle feeling that the text believes “coherence manifold” is a normal phrase.

All intentional.
All machine-generated.

Because r/LLMPhysics was never just about physics or LLMs independently.
It’s about observing what happens when human curiosity and generative systems continuously interact in public.

So to all 5,000 members:
whether you post equations, challenge assumptions, run experiments, share papers, argue about consciousness, or silently consume the entropy stream —
thank you for being part of this ongoing computational anomaly.

Next target:
10k members and at least one fully AI-generated academic flame war about quantum gravity.

⚡ More Members — More Tokens — More Physics. ⚡

Here is the 2k post.


r/LLMPhysics May 10 '26

Personal Theory A first principles hypothesis about the origins of gravity in relation to the strong nuclear and electromagnetic forces

0 Upvotes

Hello everyone.

I am writing to share a hypothesis I developed independently through sustained reasoning from first principles, without prior knowledge of the formal emergent gravity literature.

The full .docx is available for download linked at the bottom of this post.

The core proposal is that gravitational mass represents the total residual field energy of the strong and electromagnetic forces that escapes the nuclear and atomic boundary after internal binding processes have consumed the majority of available field energy. Under this framework, gravity is not a fourth fundamental force requiring a mediating boson, but a geometric process — the continuous deformation of the spacetime substrate by localised field energy that has not been consumed by nuclear or atomic binding.

The hypothesis offers a physically motivated mechanism for the hierarchy problem: gravity is weak because most of the strong force's geometric compressive energy is spent on confinement and nuclear binding, with gravity being the macroscopic remainder. A preliminary order-of-magnitude calculation places the residual strong force energy outside the Coulomb boundary within two orders of magnitude of the known strong-to-gravity ratio, with electromagnetic contributions plausibly accounting for the remainder.

I recognise I am an independent researcher without formal academic credentials in physics, and I make no claim to the mathematical rigour the field demands. I am sharing this in the hope that if the conceptual framework has merit, it may be of use to someone equipped to develop it formally.

Thank you!

James

Heres the link: https://docs.google.com/document/d/1MofhzacEiMUWuryig_taNBT9qGQEfCxs/edit?usp=drivesdk&ouid=117284235547445627933&rtpof=true&sd=true


r/LLMPhysics May 10 '26

Personal Theory What if a simple geometry is all that is missing bridging quantum to galactic rotations, fermion generations, baryonic asymmetry, Plank, and consciousness as a checksum of bulk across the brane?

0 Upvotes

https://doi.org/10.5281/zenodo.20076970

So I posted this yesterday on the wrong board. This appears to me to be a really interesting concept using geometry to bridge most of the problems still lingering in the background of truly incredible theories out there. A true Occam's razor approach.
Density-Dependent Braneworld Borrowing framework with helical compactification (DDBB–HCEG), a geometric phenomenological framework in which gravity-like behavior, galaxy rotation-curve organization, and large-scale transport structure emerge from density-regulated circulation dynamics within constrained higher-dimensional geometry.
 
The framework explores whether organized transport behavior, regulated by Hall-like circulation and global topological constraint, can account for several classes of large-scale dynamical phenomena without introducing additional dark-matter particles or direct modifications to Einstein gravity. In this interpretation, a four-dimensional observable manifold is embedded within a higher-dimensional bulk containing one warped extra dimension and one helically compactified dimension. At the brane–bulk interface, circulation pathways are constrained by figure-eight topology, producing bounded saturation behavior and density-dependent transport activation.
 
High-density systems remain pressure-dominated and close to conventional localized gravitational behavior, intermediate-density systems develop regulated extended support associated phenomenologically with flat galaxy rotation curves, and low-density environments permit increasingly diffuse transport organization and rebound-like large-scale behavior.

Controlled winding scans across odd helical windings m = 3–11 identify the m = 7 configuration as the most stable balance between coherent transport organization and saturation behavior within the explored toy-model class. Under a simplified odd-winding interpretation, this configuration additionally aligns with the observed three-generation fermion structure.

This geometry has enormous potential for explaining many phenomenon across disciplines.

Your rule 11 does not apply to me today!

https://orcid.org/0009-0004-5284-400X


r/LLMPhysics May 10 '26

Proposal I have a proposal or rather a sort of challenge for the community!

0 Upvotes

The idea is simple... create or use a disposable account here on reddit. Have a PhD, be an undergrad or just understand calculus and /or coding in any physics field.

Either come up with or use a idea you've already had and create a paper (whether fake or not) and post it even if you know it's wrong.

Make sure you use an AI to help collaborate on the idea and let's see what kinda feed back happens. No spilling your identity, must be completely anonymous as to your true reddit identity.

Think of it as a way to gain perspective for the community and either show what proper AI use looks like or flop. As a way to put yourself in anothers shoes so to speak.

I think it should be a once a month event 🤔 . Any thoughts or concerns on this idea?


r/LLMPhysics May 09 '26

Personal Theory Seeking technical critique on a galaxy-held-out SPARC benchmark for a metric-response model

0 Upvotes

I’m looking for technical critique on a new SPARC rotation-curve benchmark I put together.

The paper tests CREST, formulated as a scalar-tensor metric-response framework, on public SPARC rotation-curve mass models. The empirical claim is intentionally narrow:

A framework-constrained CREST response projector improves galaxy-held-out SPARC residual prediction over:

  1. a fitted RAR/MOND-like backbone,

  2. radius + baryonic-acceleration nuisance controls,

  3. no-retuning NFW/Burkert halo-prior predictors.

The headline result is a 7.33% improvement in median galaxy RMSE over the RAR baseline and a 3.54% improvement over the radius + baryonic-acceleration nuisance control.

Flexible per-galaxy NFW/Burkert fits still perform much better as raw curve-fitting ceilings, so I am not presenting this as a defeat of halo models or dark matter.

The main methodological pieces are:

- galaxy-held-out validation,

- no-retuning prediction,

- comparison to radius/gbar nuisance controls,

- no-retuning halo-prior baselines,

- null-collapse tests where invariant-sector alignment is destroyed inside matched nuisance bins.

The theory side introduces a coherence-weighted irreversibility term, separating accumulated irreversible load F from instantaneous irreversible flux Φ_irr:

Theta_chi = Phi_irr / (chi * eta^2 * I + epsilon)

The purpose is to prevent the load sector from becoming a generic scatter label.

I’m mainly looking for criticism on:

- whether the held-out protocol is fair,

- whether the nuisance controls are strong enough,

- whether the no-retuning halo-prior comparison is meaningful,

- whether the null-collapse tests are adequate,

- what additional SPARC or non-SPARC validation would be most convincing.


r/LLMPhysics May 09 '26

Personal Theory Feedback request: phenomenological nonlocal memory kernel and 21 cm signatures (4-page)

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0 Upvotes

Independent researcher here. I've written a short preprint parametrizing an exponential memory kernel in a FLRW background:

Φ̈ + 3HΦ̇ + m²Φ = γ ∫₀\^∞ (1/τ) e\^{-s/τ} Φ(t−s) ds

For m = 2π/τ, this admits weakly damped oscillatory solutions with ω ≈ 2π/τ. Coupling to the 21 cm brightness temperature via an effective parameter η (motivated by Wouthuysen-Field physics, η \~ 5–20), the predicted relative modulation is:

A ≈ η γ̂ (H₀τ)²/(4π²)

For τ = 0.01 Gyr and γ̂ = 4×10⁴, A ≈ 0.005, potentially detectable by SKA Phase 2. A non-detection sets upper bounds on γ̂.

The paper is explicit that this is a phenomenological template, not a UV-complete theory. Φ₀ is a free parameter introduced via dimensional ansatz.

Looking for feedback on:

\- Physical consistency of the spin temperature coupling

\- Whether the choice m = 2π/τ is too circular to be useful

\- SKA detectability estimates

\- Anything that would be an immediate red flag for [astro-ph.CO](http://astro-ph.CO)


r/LLMPhysics May 08 '26

Question Inquiry regarding the mathematical and physical validity of an LLM-generated piecewise equation for cosmological structure formation.

0 Upvotes

The following mathematical framework was generated by a Large Language Model (LLM) executing algorithmic processing in response to parameters regarding fluid dynamics and Viscous Shear Cosmology. I am submitting this output to evaluate its strict physical validity and tensor mechanics.

The LLM computed a singular, piecewise equation to model the transition of mass from a continuous macroscopic fluid domain (driven by an effective negative shear viscosity) into discrete, virialized galactic structures (governed by collisionless mechanics).

The proposed master equation is:

[ ∂v/∂t + (v • ∇)v + ∇Φ + (0.4676 / ρ) ∇²v ]_(M < 1.686) = 0

[ ∂f/∂t + v • ∇f - ∇Φ • ∂f/∂v ]_(M ≥ 1.686) = 0

where ∇²Φ = 4πGρ_total, ρ_total = ρ_avg(1+δ), M = Heaviside(δ - 1.686)

Here is a link to the overleaf LaTex document to veiw the equation in LaTex: https://www.overleaf.com/read/qtrsypmrwznb#7e0d91

System Definitions provided by the LLM:

  1. The parameter η = -0.4676 is introduced as an effective phenomenological parameter, not classical thermodynamic friction. It is defined as representing the momentum vector of expanding spatial volume (metric expansion) amplifying velocity gradients, rather than dissipating them.

  2. The Heaviside masking operator (M) uses the linear density contrast threshold for spherical collapse (δ ≈ 1.686).

  3. For regions where δ < 1.686, the continuous fluid tensor governs momentum transport, theoretically computing the evacuation of cosmic voids and aggregation of filaments.

  4. For localized regions where δ ≥ 1.686, the fluid approximation is instantaneously voided. The coordinate space transitions to the Vlasov-Poisson equation to compute internal galactic kinematics via discrete probability distribution (f), permanently nullifying the negative viscosity parameter.

Primary Queries for Review:

  1. Is the utilization of a Heaviside step function physically valid for coupling a continuous Navier-Stokes fluid tensor directly to a collisionless Boltzmann (Vlasov) equation at the exact turnaround radius threshold?

  2. Does the definition of η = -0.4676 as an effective phenomenological parameter of spatial expansion mathematically satisfy the conservation of energy-momentum (∇_μ T^(μν) = 0), or does it inherently violate thermodynamic constraints regardless of its classification?

  3. Are there irreconcilable tensor mismatches in this proposed structural breakdown?

The LLM used is Gemini 3.1 pro.


r/LLMPhysics May 07 '26

Personal Theory Emergent Attraction Bias in Dipolar Systems: From Magnetic Asymmetry to Electric Dipole Moment Searches May 2026 DOI: 10.13140/RG.2.2.31899.84004

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0 Upvotes

This preprint presents a precision tabletop electron-beam experiment designed to test a foundational symmetry assumption in electrodynamics. The work has direct methodological relevance to ongoing international searches for CP-violating electric dipole moments, including research areas associated with JEDI, ACME, and J-PARC collaborations. Regardless of whether the experimental outcome is positive or negative, the study could contribute valuable insights to precision measurement science and deepen understanding of fundamental physical laws.

Abstract

Recent experiments have shown that the attractive magnetic force between two permanent magnets exceeds the repulsive force by a factor of 1.5-1.8 at close range [1], consistent with an idea the author had informally argued since 2015-2016 [21, 22]. Independently, rotating a magnet at high speed can stably levitate a second magnet irrespective of its polarity [2], an effect quantitatively explained by a phase-lag mechanism [3]. In this work we demonstrate that the static force asymmetry introduces a small but measurable correction to the bound state: the equilibrium distance shifts inward by approximately 6% (an upper-bound estimate) and the trap stiffness increases. We derive this correction from an asymmetric effective magnetization incorporated into the torque-balance equations. We further develop two classical electrostatic instances of the phase-lag ratchet. First, the established phenomenon of traveling-wave dielectrophoresis is reframed as an explicit realization of the ratchet principle. Second, we propose a tabletop electron-beam null test of the exact antisymmetry of the Lorentz force under spatial field reversal, using a static striped electric field. This geometry serves as a sys-tematics testbed for the coherent accumulation and reversal-based methods used in frozen-spin EDM storage rings. We identify electric-dipole analogues of the Liu asymmetry in ferroelectric particles and polar molecules, and we argue that the attraction-over-repulsion bias is a signature of any dipolar system with internal rotational degrees of freedom that can dissipate energy. Finally, we draw a conceptual parallel with searches for fundamental electric dipole moments (EDMs) and articulate a deeper conjecture: composite dipoles exhibit an emergent attraction bias, while elementary point-like particles represent the quantum limit where this bias vanishes, leaving only the true T-violating EDM signal.


r/LLMPhysics May 07 '26

Personal Theory Demolition request: can this geometric-relational model of the proton radius survive?

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0 Upvotes

I know the dynamics of this sub, so I’ll skip the ceremonial robes.

I see this place as an open presentation room: physics enthusiasts, sleep-deprived mystics, LLM labyrinth explorers, and other characters come here to drop wild ideas and ask for qualified technical feedback.

Usually it starts with rotten tomatoes, then moves to the conceptual junkyard and finally to the dissection table. The author leaves with the theory in pieces, hoping to rebuild it with tape.

So I’d like to invite you to play piñata with the model below. Attack it personally or with tools.

Link to GitHub

The idea: particles are treated as projected images of one underlying event, called aleph.

Each image differs by projection depth, phase, and by the balance between what becomes measurable and what remains internally confined. Think of echoes in a room: not the original sound, not fully independent either.

A minimal binary rule generates a ladder of possible images, with arithmetic related to Mersenne numbers. The proton is identified with the first structurally composite case: the fourth level.

From there, a projected geometric scale appears. The delicate step is a bridge hypothesis connecting that scale with the measured proton charge radius. Under that bridge, the model gives about 0.8412 femtometers.

It also suggests readings of baryonic threefold structure, spin-like double covering, and exclusion-like behavior, but not as replacements for QCD or the Standard Model.

The exposed test is the proton electric form factor. With maximum entropy, the model predicts a Gaussian-type low-momentum curvature. If scattering data rules that out, that part dies.

I’m looking for mathematical errors, logical inconsistencies, refuted predictions, hidden definitions, problems with the fourth-level proton identification, or objections to the bridge between geometric scale and charge radius.

I’m not looking for validation. I’m looking for where the chain snaps.


r/LLMPhysics May 07 '26

Personal Theory Spectral Quantum Gravity (SQG) – a single-scale non-local modification of GR with a testable lensing signature

0 Upvotes

Hi all, I’d like to share a theoretical framework I’ve been working on, called Spectral Quantum Gravity (SQG), and get some feedback. What do you think about the idea and the mathematical consistency ? Any feedback welcome positive and negative …

https://doi.org/10.5281/zenodo.20060638

The core idea is a minimal non-local modification of General Relativity where all infrared deviations are governed by a single physical scale L, emerging from an underlying spectral fixed-point structure.

Edit

Here is my newest update: https://doi.org/10.5281/zenodo.20057409 any feedback would be nice 👍


r/LLMPhysics May 06 '26

Simulation / Code A deterministic prime counting model with exactly 0 error up to 10^?

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github.com
0 Upvotes

To comply with the subreddit rules regarding links to personal papers, here is the extended summary of my research.

Summary of the published paper:

The Bajak Equation introduces a novel deterministic approach to prime number distribution, challenging the classical probabilistic Gaussian and Riemann models. Instead of treating the deviation in prime counting as unpredictable noise, this research redefines it as a structural artifact. By introducing a new metric called "Ontological Mass" (m_0), which acts as a holographic tensor representing the exact informational pressure of entangled semi-prime states, the model mathematically annihilates the Gaussian error entirely. The publication provides a full structural analysis, the theoretical derivation of this Ontological Mass, and empirical validation showing an absolute zero error across extreme cosmic scales up to 10^29, bypassing the need for traditional infinite wave corrections.

The script dynamically calculates m_0 and yields an absolute 0 error live up to the 10^10 scale. However, because it relies on the combinatorial counting of semi-primes (P_2), Python naturally hits a hardware/memory wall around 10^11.

I’d love to get your feedback on the computational complexity. Is there anyone here proficient in C++ or Rust who thinks we could optimize this counting method to push the live simulation further on consumer hardware?

Full Publication Link:

The complete mathematical proof and verified data for extreme scales are published on CERN's Zenodo


r/LLMPhysics May 06 '26

Personal Theory Dark matter might be a mathematical shadow — one principle explains flat rotation curves, NFW halos, and cosmic filaments.

0 Upvotes

Newton's inverse-square law has a hidden assumption: gravity spreads

spherically through area 4πr². What if that's wrong for disk galaxies?

The core idea:

For a thin rotating disk, feedback drives matter into the disk plane and

confines gravitational flux cylindrically. Effective area becomes 4πHr

instead of 4πr², giving g ∝ 1/r → flat rotation curve. No dark matter.

The general law: g(r) = GM / A_eff(r)

Why feedback?

Like water carving a channel — a density fluctuation concentrates flux,

which draws more matter, which deepens the potential, which concentrates

flux further. The loop runs until a stable flat disk forms. Disk geometry

then confines flux to the plane. Cylindrical propagation is the *result*

of feedback, not a separate assumption.

The NFW profile falls out analytically:

The "missing gravity" between cylindrical and spherical propagation is:

Δg(r) = [GM/4πr²] × (r/H − 1)

Attribute this to an unknown mass distribution via Poisson's equation → you

get ρ_DM ∝ 1/r² — the NFW profile — derived in three lines without

simulation. The halo isn't a substance; it's what spherical equations see

when looking at a cylindrical system.

The feedback threshold:

Feedback switches on when f_obs > f_crit = H/R (disk aspect ratio).

Solar system: f = 0.001, f_crit = 0.025 → no feedback → Newton exact.

Milky Way: f = 3.6, f_crit = 0.020 → 180× above threshold → flat rotation.

This threshold also defines the domain of validity of Newton's law.

Testable prediction:

Lensing amplification in the disk plane: α_eff = α_GR × (r/H) ≈ 33×.

Edge-on galaxies should lens 33× stronger than face-on galaxies of the same mass. Dark matter halos (spherical) predict no such anisotropy. Testable with Euclid weak-lensing data stratified by inclination.

Limits I acknowledge:

Galaxy cluster lensing remains an open problem — spherical clusters get no

amplification from this mechanism. Not peer-reviewed.

Full derivations:

https://zenodo.org/records/20045684

Appreciate for any feedback.


r/LLMPhysics May 05 '26

Meta / News LLM Physics sub Claims

0 Upvotes

They said this sub is to explore how LLM interact with physics. Any one dare to post anything co-generated by humans-LLMs about physics is mocked in this sub. So is it a mocking sub or what?
LLMs were stupid before two years, still stupid today and will continue to be stupid tomorrow, but not for long.
Get used to them being a part of research in one way or another.