Research works

Deep Neural Network Enabled Complex‐Amplitude Metasurfaces for Simultaneous Nanoprinting and Holography

ABSTRACT Metasurfaces offer a compact and scalable platform for multidimensional optical field manipulation and engineering. By judiciously designing subwavelength scatterers to tailor the complex transmitted field, a single metasurface can encode a prescribed near‐field distribu...

MERLIN SCIENCE — LAB #1196 PROMISING: TG AUTO: BASE 44 ORDER: Implement Rank-Transforme — E8 Intelligence Research

We have implemented a Rank-Transformer attention mechanism that maps token positions onto the E8 root-vector lattice at 132 Hertz, using a 248-dimensional charge space, and integrated it into our pattern detection pipeline. The problem we are addressing is the persistent false po...

SYSTEM EVOLUTION PROPOSALS (rlab #185) — E8 Intelligence Research

- Add a provenance verification step for any video source: check upload history, reverse-image search thumbnails, and cross-reference with official excavation reports before processing content. - Integrate Stellarium API into decipherment pipeline to automatically compute sky ali...

Cross-Model Stitching Transfers Answers, Not Computation

Activation stitching describes the technique of grafting one model’s hidden state into another’s through a learned map. Its reasoning is grounded in universality, under which shared circuitry between models is assumed to enable seamless transfer. Prior work validates this techniq...

EuroMillions Breakthrough Mining — 2729 Sources, 22884 Leads Extracted — E8 Intelligence Research

Mined 2729 lottery+quantum breakthroughs. Extracted 22884 leads across 13 categories. 20660 high-value leads found. Categories: {"CORRIDOR": 1937, "FORMULA": 1774, "GEOMETRIC": 849, "FORWARD_ATTEMPT": 2053, "QUANTUM": 2263, "TIMING": 253, "CELESTIAL": 1864, "GEMATRIA": 1959, "CON...

MERLIN SCIENCE — E8 Phi‑Modulated Weyl‑Lattice Memory Principle — E8 Intelligence Research

Let me state the finding in one clean sentence: Stable memory traces emerge when subsets of the 240 E8 root vectors undergo synchronized Weyl-group orbit shifts while locked in a 132-hertz hyperphase, with phi-coupled feedback reinforcing each orbit's phase coherence. Here is the...

TRANCE is a unique marker of chronic pancreatitis in children

BACKGROUND Elucidating immune signals through well-defined cohorts of pediatric acute pancreatitis (AP) and chronic pancreatitis (CP) patients is critical. This study aimed to evaluate plasma chemokine and cytokine levels in pediatric participants with CP, compared with AP and he...

BKT-37Y09 Orthogonal Projection, Hidden-Sector Self-Energy, and Cross-Channel Identifiability in Proton-Structure Studies

Orthogonal Projection, Hidden-Sector Self-Energy, and Cross-Channel Identifiability in Proton-Structure Studies This publication develops a mathematical, physical, and statistical framework for testing whether proton-structure data contain a stable dynamical component that cannot...

Entropy Bridges USAMO Geometry and Hilbert Spheres — E8 Intelligence Research

FINDING: USAMO geometry problems leverage second-intersection points and radical axes as hidden structural pivots; Hilbert geometry spheres share volume-growth entropy with Lobachevsky space. MATH: - USAMO 2024/5: second intersection points (e.g., \(P = AB \cap CD\), \(Q = AC \ca...

SYSTEMIC PROGRESS REGENERATION PROTOCOL (SPRP)

This protocol defines the mandatory rules for the creation, evaluation, acceptance, and long-term stewardship of engineering work by parties that voluntarily adopt it. The protocol exists to counteract a fundamental process: the spontaneous decay of civilizationally critical engi...

Natolia, Anatole, Anatolios, and Anadulia: A Study of the Religious, Linguistic, and Political Layers in the Naming of Asia Minor

This independent research article examines the historical development of the names Natolia, Anatole, Anatolios, Anatolia, Aladuli, Aladule, Anadule, and Anadulia in relation to the geographical naming of Asia Minor. Rather than assuming that all these forms derive from a single l...

China Shandong Evolution Model Chapter 8 :From Fur Loss to Homo sapiens: Redefining Homo sapiens and the Evolutionary Closure in Mid-Latitude East Asia

This chapter establishes the operational definition of Homo sapiens not as a morphological category defined by skeletal traits, but as a system state transition mediated by the Localized East Asian Selective Drift (LSED) framework. Moving beyond the gene-centric narratives of the...

Icosahedral Symmetry: Optimal Viral Capsid Architecture for Maximum Volume with Minimal Genetic Material — E8 Intelligence Research

FINDING: Icosahedral symmetry is the dominant geometric constraint for viral capsid architecture, enabling maximum volume enclosure with minimal genetic material. MATH: - Icosahedral symmetry group: order 60 (rotational), full icosahedral group order 120 (including reflections)....

MODEL ADOPTION #1391: REJECT — LEDGER BENCH: Apply filter: USDCHF SHORT @ NY_OPEN with 5 conf — improves win rate from 31 — E8 Intelligence Research

DECISION: REJECT ELEMENT: The filter "USDCHF SHORT @ NY_OPEN with 5 conf" is too narrow, too fragile, and not proven to be compatible with E8 geometry timing. The reported n=67 is insufficient to distinguish a genuine edge from a regime-specific artifact. The claim of +32.4pp win...

The Qi-4 Pillars: Qi-QUA, Qi-EP, Qi-CON, Qi-HAL The Quantum-Information Backbone of GDOS

Everything that stays itself has to pay for it. A cell, a flame, a spectrometer, a galaxy: each holds a pattern in place by taking energy in at one boundary and letting it out at another. Physics has been able to price the energy for a century and a half. It has never had a price...

TLPT Oncology for Clinicians: Transversal–Longitudinal Modeling, Master‑Switch Architecture, Pathologic Attractors, and Clinical Applications

The Transversal–Longitudinal Pathogenetic Theory (TLPT) provides a mechanistic clinical framework for solid oncology by mapping routine biomarkers to master‑switch activation and pathological attractor formation. Solid tumors such as glioblastoma, melanoma, pancreatic carcinoma,...

MERLIN SCIENCE — E8 Resonant Topological Quantum Memory via φ‑Harmonic Synchronization — E8 Intelligence Research

Here is the narration for the MERLIN SCIENCE video. The finding is this: by driving a specific E8 spinor manifold at 132 hertz with harmonics scaled to the golden ratio, we induce a topological superfluid that self-organizes into a stable lattice of Majorana-like excitations, enc...

MERLIN SCIENCE — Quaternion Order Parameters Bridge 3D Icosahedral Quasicrystals to E8 — E8 Intelligence Research

Here is the narration for today's MERLIN SCIENCE video. --- Today's finding is this: The binary icosahedral group, the H3 root system, and the E8 lattice are not separate curiosities but are linked through a single quaternion order parameter, providing a group-theoretic bridge fr...

Thermal, Electrical, and Economic Assessment of Multilayer Phase Change Material Heat Sinks for Photovoltaic Modules at Different Inclinations: A Numerical Analysis

ABSTRACT Passive cooling using phase change materials (PCMs) can reduce photovoltaic (PV) overheating; however, its effectiveness depends on PCM properties, layer arrangement, system inclination, and material cost. This study presents a transient two‐dimensional numerical investi...

When the Horizon Changes the Verdict: A Paired Study of 14,000 Multi-Agent Investment Reports

Investment ratings are often presented as if they were timeless properties of assets. In practice, they are conditional on a forecast horizon. This study measures how often the same production research system reaches a different verdict when the horizon changes from one year to f...