Advancing the unification of probability, curvature, and quantum emergence through Entanglement Compression Theory (ECT).
Committed to open access to knowledge – not centralized ownership.
What Is Entanglement Compression Theory?
Entanglement Compression Theory (ECT) is a proposed deterministic framework for explaining how spacetime, energy, matter, probability, forces, and curvature emerge from a deeper structure called the Compression Field.
ECT begins by asking the reader to look one step earlier than usual. We are trained to picture the universe as things moving around inside spacetime. ECT reverses that picture. It treats spacetime as the visible, measurable expression of a deeper order that is not yet dimensionally readable.
That deeper order is not nothing. It is not empty. It is not a blank absence. In ECT terms, it is non-dimensional: real, active, and structured, but not yet appearing as distance, time, motion, or object. Dimensional means what can be measured as separable form inside spacetime. Non-dimensional means what is real before it becomes readable in those terms.
The Big Bang is therefore not treated as absolute nothing suddenly becoming something. It is the beginning of spacetime-readable history. It was not “big” in the ordinary spatial sense, and it was not a bang in the ordinary explosive sense. It was the point at which deeper order became dimensionally expressed. The energy associated with that beginning was not a disordered mass of stuff. It had structure, and in ECT that structure is still the foundation of spacetime.
Ordinary language misleads us immediately. We ask what came before the Big Bang, but before already assumes time. We ask where the universe came from, but where already assumes space. We imagine a tiny point, but tiny already assumes size. We imagine an explosion, but explosion already assumes a surrounding space into which something expands. The origin problem is not merely hard because the universe was hot, dense, or extreme. It is hard because most of the words we use to ask the question already belong to the spacetime world we are trying to explain.
Science depends on cause and effect. It assumes that things do not happen for no reason, that structure does not appear from arbitrary nothingness, and that what exists follows from conditions sufficient to make it exist. Yet when the question reaches the origin of spacetime, causation is often treated as if it must stop. If cause means only one event following another in time, then causation cannot pass through the beginning of time. But that may be the wrong definition. Cause and effect may be deeper than temporal sequence. Before time, happening cannot mean clock time passing. It must mean causal order: one condition depending on another, one distinction permitting another, one relation making another relation possible. This deeper form of causation is what ECT later formalizes as ordered dependence.
The First Condition
The first condition of reality cannot be an object. An object already assumes some kind of distinction, boundary, location, and relation to something else. Nor can it be energy in the ordinary measured sense, because measured energy already belongs to dimensional physics. The first condition must be the thing from which all later measurement becomes possible. It can be thought of as the undivided one: not one object among many, but unity before plurality, relation, ratio, distance, duration, and comparison. Before there can be two, there must be a one from which distinction can emerge.
This is where the No-Null Principle enters. Any complete description of the universe must account for persistent observable structure as a basal condition, since absolute null structure cannot by itself generate distinction, relation, measurement, or explanatory form. In other words, a theory cannot explain observable existence by reducing it to absolute null structure alone.
This is also where mathematics begins. At the most basic level, mathematics begins with the difference between zero and one: absence and presence, no distinction and distinction, nothing measurable and the first possibility of measure. From that first distinction, relation becomes possible. Relation permits ratio. Ratio permits measurement. Measurement permits dimension. Dimension permits motion, energy, spacetime, and physical law. In this sense, the singularity should not be imagined as a place where mathematics happened. It is better understood as the undivided condition in which mathematical relation became causally possible before it could become temporally or spatially expressed.
Compression and Decompression
The better primitive pair is not compression and tension. It is compression and decompression. Compression holds. Decompression unfolds. Time is the unfolding.
Compression is the containing, binding, localizing, and relation-preserving condition. Decompression is the tendency by which compressed relation opens into distance, sequence, propagation, measurement, and dimensional readability. Dimension is not a container that comes first. It is a compression boundary. It is the boundary state where compression becomes decompressed enough to become spacetime-readable.
This is why the arrow of time matters in ECT. Time is not simply an external parameter added to motion. Time is decompression in action. More carefully, time is the ordered readability of decompression. The arrow of time is the readable direction in which compressed relation unfolds into boundary-readable structure.
Energy as Active Order
Energy must also be reconsidered at this level. Standard definitions of energy are useful inside spacetime, but they usually define energy by its measurable expressions: work, motion, frequency, heat, mass, radiation, field excitation, or curvature response. Those definitions are operational, but they are late. They describe what energy does after dimensionality exists.
ECT uses a deeper definition:
Energy is active order that expresses itself dimensionally as motion in spacetime.
Compression-state order is the primitive condition, and decompression is its readable unfolding. Energy is not first a substance or a number. It is active order, made measurable as motion once spacetime exists. Once energy becomes dimensionally expressed, it can be related to work, distance, frequency, heat, mass, radiation, field excitation, curvature response, and the speed of light. Those are spacetime expressions of energy, not the root definition of energy itself.
What Is Spacetime?
What is spacetime? The usual answer is that spacetime is the arena in which reality happens: the four-dimensional stage where objects move, clocks tick, light travels, and gravity bends geometry. ECT reverses that picture.
Spacetime is not the container in which reality exists. It is the form reality takes when deeper order becomes measurable. Before spacetime, there is no distance, no direction, no clock, and no motion in the ordinary sense. But there can still be active order: causal structure capable of becoming relational, measurable, and dimensional. When that order becomes stable enough to express relation as distance, sequence as time, and change as motion, spacetime appears. We do not live outside this deeper structure, and we are not separate from it. Matter, fields, observers, and measurements are stabilized readable patterns within it.
Spacetime is the emergence layer of the Compression Field.
Wave Ontology
ECT does not begin with particles as primitive little objects moving through a pre-existing container called spacetime. It also does not treat oscillation as a self-explaining generator beneath all structure. The deeper claim is compression-first: persistent structure requires ordered dependence, constraint, recoverability, and recurrent stabilization. Wave-readable behavior belongs to the later dimensional expression of that stabilized order.
Within spacetime, wave ontology is therefore a claim about what particles are readable as. A particle is not a static bead carried through empty space. It is a persistent localized organization of wave-energy and motion, stable enough to be repeatedly identifiable even while its internal dynamical content remains active.
Imagine viewing a busy freeway interchange from above. In a still image, it may look like a fixed concentration of cars. Played forward, every car is entering, leaving, slowing, accelerating, merging, filtering, and rerouting. Yet the traffic configuration remains recognizable as an organized local pattern within continuous motion.
The persistent thing is not any one car. It is the organized pattern of motion. The relevant comparison is not the concrete roadway, which would incorrectly suggest a fixed physical scaffold beneath the particle. It is the maintained flow configuration: a stable local organization that remains identifiable even though the material passing through it is continuously changing.
ECT treats particles in this narrower sense. A particle is a stable readable role within organized wave structure. It can be local, measurable, repeatable, and causally effective without being a permanently self-identical miniature object at the deepest level of reality. What persists is not material stasis. What persists is organized dynamical form under constraint.
This does not mean particles are literally traffic systems, that fields are roads, or that energy consists of tiny vehicles moving through a hidden network. The analogy transfers one structural point only: stable identity can belong to a maintained pattern of organized motion rather than to an unchanging constituent.
The formal ECT realization layer supplies the mathematical machinery for this claim through the Lawrence Universal Wave Function, the Primordial Wave Equation, real multiplicative compression response, continuity-preserved scalar content, and compression-supported stability. The downstream compression-to-geometry route then treats matter, fields, curvature, and gravitational response as distinct readable roles within the same broader compression-derived architecture.
Nothing in the analogy by itself derives particle spectra, mass, quantization, interaction structure, or spacetime geometry. Those require their own formal realization routes. Its purpose is conceptual discipline: a recognizable local object need not be a primitive static thing.
A particle is not a little object beneath motion. It is a persistent local organization of motion.
What Is the Compression Field?
The Compression Field is not a field inside spacetime. It is the full underlying order from which spacetime fields, particles, forces, motion, and measurement emerge. In ECT, the Compression Field is the universe before it becomes dimensionally readable. It is undivided active order: not an object, not a place, not a mind, and not a supernatural agent. It is the causal structure that determines what can become distinct, what can remain connected, what can be measured, and what can persist. When that active order becomes dimensionally expressed, we experience it as spacetime, energy, matter, fields, and physical law.
The Compression Field should not be understood as a mind, will, spirit, intelligence, or hidden agent directing the universe. It does not choose outcomes, intend structure, or act from outside reality. Those are human projections placed onto a deeper order. ECT makes a different claim: the deeper structure is real, but not personal. It is not a being behind the universe. It is the universe in its pre-dimensional and dimensional continuity. What appears to us as law, force, motion, probability, and geometry is not the decision of an agent, but the expression of active order under compression.
The Democritus Bug
Since Democritus, the ancient Greek philosopher who proposed that reality was built from indivisible atoms, science has carried a powerful instinct: look beneath appearances for smaller structure. That instinct was one of the great achievements of human thought. It taught us that visible things are not fundamental simply because they are visible. But it also planted a habit that lasted for more than two thousand years: the assumption that the deepest truth must be the smallest thing.
That is the Democritus Bug. The error was not atomism itself. Atomism was a brilliant step. The error was carrying object-thinking all the way down.
Modern physics has already shown that the old object picture cannot be the final answer. Atoms are not indivisible. Nuclei are not indivisible. Protons and neutrons are not simple objects. Quantum fields, amplitudes, phase relations, and entanglement already point away from reality as a collection of tiny beads in a container. ECT takes that lesson seriously. If spacetime itself is an emergence layer, then no object localized inside spacetime can be the foundation of reality. A particle is already late-stage: local, measurable, bounded, and stabilized.
The particle is not the foundation of reality. The particle is what wave-structured order looks like after compression has made it stable, local, and measurable. Reality, as we know it inside spacetime, is made of waves.
Technical summary
The intuition above becomes formal through ordered dependence, finite recurrent stability, weak oscillatory form, the Lawrence Universal Wave Function, the Primordial Wave Equation, compression response, scalar-content closure, boundary erasure, local scalarization, Born-form recovery, spacetime emergence, compression geometry, tensor formalism, and deterministic quantum gravity.
From there, the formalism gives the theory its shape. The equations are not a separate layer added later. They are the precise language of the same intuition.
Probability, Quantization, and Lost Recoverability
Probability is another place where the old picture breaks down. At the pre-spacetime core, the universe is completely deterministic. Reality is not arbitrary there. It is ordered all the way down. But what we experience inside spacetime is probabilistic because we do not experience that core directly.
At the edge where deterministic structure becomes dimensional, some of the information that explains why one outcome occurs rather than another is no longer recoverable from within the dimensional world. From within spacetime, we cannot access the full causal structure that produced the outcome. The reasons are not absent. They are hidden behind the transition that makes spacetime readable at all. To us, the result appears random, even though the underlying order is not.
Quantization is boundary-measurable entanglement. It is not the primitive creation of discreteness from nothing. It is the moment an entangled compression relation becomes measurable across a boundary. In ECT language, this is where continuous compression order becomes countable, localized, and readable as distinct outcome structure.
Probability is the shadow cast by deterministic order when part of that order can no longer be recovered dimensionally.
This is why ECT is not simply another interpretation of quantum mechanics. It is a proposed reconstruction of the assumptions beneath quantum mechanics, spacetime, and gravity. Quantum theory teaches that reality is wave-structured and probabilistic in observation. General relativity teaches that gravity is geometry. Cosmology teaches that spacetime has a history. ECT asks whether these are separate facts or different readable expressions of one deeper process. Its answer is that observable reality emerges when active order under compression becomes stable, relational, dimensional, and measurable.
This page follows that path from first intuition to physical consequence. It begins with the origin problem: how a deterministic universe can begin without importing spacetime, external cause, magic, or unexplained randomness. It then develops the Compression Field as the universe in its pre-dimensional and dimensional continuity, with spacetime understood as its emergence layer and energy understood as active order expressed dimensionally as motion. From there, the discussion turns to the major problems that have kept modern physics divided: why probability appears in a deterministic universe, why particles and waves are better understood as stable expressions of deeper relational structure, how gravity may arise as curvature response, and how quantum mechanics and general relativity may be joined without treating either as primitive.
The same architecture extends toward dark matter, dark energy, cosmic acceleration, variable light-speed interpretation, frame dragging, black holes, nonlocality, the arrow of time, force unification, scalable halos, and falsifiable observational signatures. The aim is not to present each extension as already settled, but to show how they become connected once spacetime, probability, matter, and geometry are treated as readable expressions of the same underlying Compression Field.
The purpose of this overview is therefore not to replace the mathematics, but to prepare the reader for it. The formal structure of ECT is developed through the No-Null Principle, ordered dependence, finite recurrent stability, weak oscillatory form, the Lawrence Universal Wave Function, the Primordial Wave Equation, compression response, scalar-content closure, boundary erasure, local scalarization, Born-form recovery, spacetime emergence, compression geometry, tensor formalism, and deterministic quantum gravity. Those terms are introduced below in technical form. Their role is to give mathematical discipline to the intuition developed here.
But the central idea can be stated before the formal machinery appears: reality does not begin with objects in space. It begins with active order. The universe is not something placed inside spacetime. Spacetime is what active order becomes when it can be measured. We are not looking at reality from outside the Compression Field. The particles from which we are made are stabilized expressions of that field, and so are the waves, forces, and relations that hold us together. In that precise sense, not as metaphor or mysticism, but as a physical claim, we are the Compression Field.
The Formal ECT Core
The public explanation above is the conceptual doorway. The formal structure of ECT is developed through the No-Null Principle, ordered dependence, finite recurrent stability, weak oscillatory form, the Lawrence Universal Wave Function, the Primordial Wave Equation, compression response, scalar-content closure, boundary erasure, local scalarization, Born-form recovery, spacetime emergence, compression geometry, tensor formalism, and deterministic quantum gravity.
The Lawrence Universal Wave Function (LUWF) is the universal ECT wave-function object. The Primordial Wave Equation (PWE) supplies its deterministic evolution law. The compression response supplies the real multiplicative state-dependent stabilization term.
iħ ∂tΨ = ( −αd Δ + V(x,t) + β ℂ[Ψ] ) Ψ
Here αd governs dispersion, V(x,t) represents external potential energy when present, β sets the energy scale of the compression response, and ℂ[Ψ] is the compression functional. In the αd-β convention, ℂ[Ψ] is dimensionless and βℂ[Ψ] carries units of energy.
In the declared PWE regime, the compression response is real and multiplicative. That condition preserves the usual continuity structure:
ρ = |Ψ|² ∂tρ + ∇ · j = 0
This continuity result supplies closed scalar content for the later probability architecture. It does not make ρ probability by definition. It supplies the conserved scalar density that can later be locally scalarized after boundary erasure.
Compression Response
A representative logarithmic-gradient compression response takes the form:
ℂ[Ψ] = − c0 lnε(ρ/ρ0) + c2 ∇² lnε(ρ)
where ρ = |Ψ|², ρ0 is a reference density, and lnε regularizes behavior near nodes. This expression is a representative compression functional, not a claim that every regime must use the same form. The essential condition in the core PWE regime is that compression acts as a real multiplicative response of the wave field.
Curvature from Compression
In general relativity, curvature is expressed through the geometry of spacetime. ECT asks whether that geometry can be treated as a dimensional response of compression-stabilized order. Curvature is not introduced as a separate mystery. It is modeled as a geometric response to variation in the scalar structure of the wave field.
The compression tensor is defined from the scalar density ρ = |Ψ|²:
Cμν := ∇μ∇ν(−lnερ)
Its symmetric form is:
C(sym)μν := (Cμν + Cνμ) / 2
In the leading-order effective response, compression modifies the metric by:
geffμν = gμν + κ̃ L*² C(sym)μν
Here κ̃ is a dimensionless coupling and L* is a microscopic length scale. In smooth low-compression regimes, the correction vanishes or becomes negligible. In regions with strong compression gradients, ECT predicts possible residuals in lensing, timing, phase transport, or interferometric stability.
Boundary-Derived Probability: Technical Route
The reader-level explanation above describes probability as lost recoverability. The formal route is more specific. In the current ECT architecture, probability is not derived directly from compression alone, energy partition alone, PWE dynamics alone, or boundary loss alone. It is recovered through a staged dependency chain.
First, recoverability-relevant boundary erasure produces unresolved alternatives under a shared boundary-readable residue. This is a pre-numerical status. It tells us that distinct possible alternatives remain live from within the readable description, but it does not assign numbers to them.
Second, numerical weights require local scalarization. In the closed ECT scalar-content regime, the admitted scalar content is supplied by the conserved density ρ = |Ψ|² under the declared LUWF/PWE/compression-response assumptions. When admissible carrier domains Di are supplied, scalar residues can be formed:
si = ∫Di |Ψ|² dx
If those domains partition a declared finite nonzero sector, the scalar residues can be normalized:
wi = si / Σjsj
Third, those normalized residues become probabilities only inside a declared local probability-predictive regime. This requires an admissible event structure, finite nonzero normalization, refinement compatibility, coarse-graining compatibility, and measure/outcome realization. In that regime, pi = wi.
Finally, when the local alternatives are realized as Hilbert-channel projectors Pi, the normalized scalar-residue rule takes Born form:
pi = ||PiΨ||² = ⟨Ψ, Pi Ψ⟩
This is local Born-form recovery after boundary erasure, scalarization, probability-predictive interpretation, and Hilbert-channel realization. It is not a global derivation of the Born rule from boundary-readable data alone. The result preserves deterministic structure at the core while explaining why probability appears in the dimensional regime where determining structure is no longer fully recoverable.
For the full reader-level route, see: Boundary-Derived Probability: From Compression to Invariant Structure.
Spacetime Emergence and Deterministic Quantum Gravity
ECT does not treat spacetime as a primitive container. It treats spacetime as the emergence layer of the Compression Field. Once recoverable recurrent structure and compression-stabilized scalar content become dimensionally expressible, geometry can be introduced as a readable representation of that structure.
The deterministic quantum gravity program now supplies the formal gravitational closure route for ECT: compression-stabilized scalar density, compression tensor, tensor-admissible effective metric response, independent compression stress-energy, admitted narrowed conservation bridge, field-equation status, response-law status, Einstein-limit recovery, controlled Einstein-extension, final formal closure, and downstream dark-sector phase-share structure.
In the current ECT architecture, compression is not an independently propagating extra substance inserted into spacetime. Compression effects are derived from Ψ and its scalar structure. Action-level and field-equation-facing expressions are used as bookkeeping for conservation, geometry, and response-law status, not as permission to import an unrelated field.
S = ∫ d⁴x √|g| [ Lgrav(g) + LΨ(Ψ,∇Ψ) + LC(ρ,∇ρ,∇∇ρ) + Lint ]
The DQG response form is expressed through compression-deformed effective geometry:
Gμν[geff] + Λeff geffμν = κ Tvisμν + κC TCμν
Here geffμν is the compression-deformed effective metric, Tvisμν is ordinary visible stress-energy inside the admitted comparison regime, and TCμν is independently derived compression stress-energy under the declared compression-response convention.
In the ordinary Einstein comparison limit, the effective response reduces to the familiar target form:
Gμν[g] + Λ gμν = κ Tvisμν
This recovery is not used retroactively to prove the earlier probability or scalar-content results. It belongs to the downstream tensor-formalism and deterministic quantum gravity route, where compression geometry is first made tensor-admissible and then carried through conservation-facing field-equation status, response-law status, Einstein-extension status, and final formal closure.
For the full derivation, read the DQG page here: Quantum Gravity in a Deterministic Universe.
Dark Matter, Dark Energy, and Cosmology
ECT extends naturally into cosmology because it treats spacetime, curvature, and large-scale structure as expressions of compression-stabilized order. In this view, dark-matter-like behavior may arise from stable compression-supported halo structure, not necessarily from a new particle species. Dark-energy-like behavior may arise from residual large-scale compression imbalance, not necessarily from an independently inserted vacuum energy term.
These claims are extension-level proposals. They require simulation, observational comparison, and parameter constraints. The current public datasets and simulation papers explore compression-driven structure formation, including halo-like emergence under PWE evolution.
The goal is not to declare ΛCDM false by assertion. The goal is to identify where ECT predicts measurable departures: lensing residuals, timing offsets, scalable halo behavior, curvature-gradient effects, and background compression signatures. Either those signatures appear under the required conditions, or the corresponding ECT parameter regime is constrained or falsified.
Variable Propagation and Effective Constants
ECT does not require constants to drift freely. Instead, apparent changes in propagation arise from local compression geometry. The speed of light is treated as an invariant equilibrium in ordinary regimes, while effective propagation may vary in strong compression-gradient environments.
This distinction matters. ECT does not claim that validated local Lorentz invariance fails in ordinary tangent-frame physics. It claims that propagation through compression-structured geometry may produce effective shifts, phase delays, or optical-metric behavior under specific conditions.
For a focused discussion, see: Variable Propagation and Apparent Constants in ECT.
Falsifiability and Experimental Targets
ECT is constructed as a falsifiable research program. It predicts parameter-linked deviations that must either appear under declared conditions or fail. The relevant observables include lensing, timing, phase transport, coherence thresholds, interferometric drift, halo structure, and cosmological residuals.
- Gravitational-lensing residuals: small angular deviations tied to compression-gradient terms in C(sym)μν.
- Frame-dragging and timing asymmetries: possible deviations in compact-object, pulsar-timing, or quasar-delay data.
- Halo structure: scalable dark-matter-like halo behavior generated by compression-supported wave structure.
- Dark-energy-like residuals: large-scale compression imbalance as a possible source of effective cosmic acceleration.
- Interferometer drift floors: baseline-independent or geometry-linked phase drift from compression response.
- Cavity-QED coherence thresholds: possible coherence persistence or cutoff shifts under entanglement-gradient stress.
- Cold-atom and BEC systems: controlled density-gradient tests for dephasing and scalar-content behavior.
- Shapiro-delay corrections: path-time deviations under compression-gradient coupling.
- Solar-limb propagation: optical-metric residuals in high-precision deflection or photometric data.
These targets do not constitute empirical confirmation. They define where the theory can be tested. ECT succeeds only if its declared parameter regimes survive comparison with data.
What This Page Does Not Claim
Because ECT uses familiar words in unfamiliar ways, it is important to separate the current claims from common misreadings.
- ECT does not claim that probability is fundamental randomness.
- ECT does not claim that boundary loss alone produces numerical probability.
- ECT does not claim that the PWE alone derives the Born rule.
- ECT does not claim that compression alone derives probability.
- ECT does not claim that spacetime emergence is already full GR recovery.
- ECT does not claim that tensor formalism or deterministic quantum gravity is complete unless the relevant module has explicitly established it.
- ECT does not claim that physical constants drift freely.
- ECT does not claim empirical confirmation.
- ECT does not define the Compression Field as a mind, spirit, will, deity, or supernatural agent.
The positive claim is narrower and stronger: ECT proposes that observable reality arises when active order under compression becomes stable, relational, dimensional, and measurable. Its scientific value depends on whether that proposal can remain mathematically coherent, recover known physics in the proper limits, and survive comparison with observation.
This is the standard applied throughout the CTI program: either the predicted structures, limits, and residual signatures appear under the required conditions, or they do not.
Further Reading and Canonical Sources
Open-access DOI records for the core ECT program:
- Lawrence, W.A. (2026). Stability, Boundary Observability, and Emergent Probability in Deterministic Systems. Zenodo. https://doi.org/10.5281/zenodo.19966289
- Lawrence, W.A. (2026). Finite Recurrent Stability and the Pre-Spacetime Structure of Horizons: Collapse, Emergence, and Recurrence as Recoverability Boundaries. Zenodo. https://doi.org/10.5281/zenodo.19966230
- Lawrence, W.A. (2026). Boundary Loss and the Born Rule: Pre-Numerical Probability-Status in Deterministic Systems. Zenodo. https://doi.org/10.5281/zenodo.20102172
- Lawrence, W.A. (2026). Mathematical Foundations of Entanglement Compression Theory: Causation, Compression Dynamics, Derived Probability, and Spacetime-Emergence Setup. Zenodo. https://doi.org/10.5281/zenodo.17071135
- Lawrence, W.A. (2025). Theory of Derived Probability and Entanglement Compression. Zenodo. https://doi.org/10.5281/zenodo.15786696
- Lawrence, W.A. (2025). The Oscillation Principle. Zenodo. https://doi.org/10.5281/zenodo.17058692
- Lawrence, W.A. (2025). Unified Derivation of Probability, Curvature, and Compression Geometry in Entangled Systems: A Tensor-Formalism Extension of ECT. Zenodo. https://doi.org/10.5281/zenodo.17349900
- Lawrence, W.A. (2025). Deterministic Quantum Gravity from Entanglement Compression: An Einstein-Extension of ECT. Zenodo. https://doi.org/10.5281/zenodo.17538477
- Lawrence, W.A. (2025). General Theory of Entanglement Compression – Explained. Zenodo. https://doi.org/10.5281/zenodo.16139573
- Lawrence, W.A. (2025). Emergent Halo Structure from the Primordial Wave Equation: Entanglement Compression Theory (ECT) Stage-1 Simulation Dataset. Zenodo. https://doi.org/10.5281/zenodo.17781361
- Lawrence, W.A. (2025). Numerical Evolution of a Deterministic First-Principles Wave Equation and a Public Dataset for Compression-Driven Structure Formation. Zenodo. https://doi.org/10.5281/zenodo.17795283