Research works

Evolution of Structural, Optical, and Electrical Properties of Amorphous Silicon Thin Films Deposited by Radio Frequency Magnetron Sputtering

ABSTRACT Amorphous silicon thin films have attracted considerable attention for photovoltaic applications owing to their low material consumption and compatibility with low‐temperature fabrication processes. In this work, amorphous silicon films were deposited on indium tin oxide...

PILCROW (¶) : The Serial Monism of Actuality

Major revision of The Unicity of Consciousness. PILCROW proposes a serial monism in which phenomenal existence is occurrence-level Actuality and phenomenal character is perspectival Rendering. V4.1 replaces the former potential-based dynamics with Archive/CUT semantics and refram...

Andrews-Baxter Proof of Rogers-Ramanujan Identities and Ramanujan's Partition Congruences — E8 Intelligence Research

FINDING: Rogers-Ramanujan identities proven via Andrews-Baxter motivated proof; Ramanujan's unpublished manuscript on partition and tau function congruences. MATH: Rogers-Ramanujan identities: \[ \prod_{k=0}^{\infty} \frac{1}{(1 - q^{5k+1})(1 - q^{5k+4})} = \sum_{n=0}^{\infty} \f...

MERLIN SCIENCE — E8 Root Vector Temporal Coherence for Predictive Information Cascades — E8 Intelligence Research

Here is the narration for the MERLIN SCIENCE video, revised to align with the publisher's notes. --- Let me state the finding in one clean sentence: By extending the 240 E8 root vector phase lattice into the temporal domain through a phi-scaled harmonic progression, we have const...

Filtering and Generating: Two Roles for Method-Specification in Epistemic-Possibility Anti-Luck Conditions

Method-relative modal conditions on knowledge are standardly assessed against a similarity ordering over possible worlds fixed independently of the method: the specification restricts which worlds are quantified over, while the metric is given by the world-space. I distinguish th...

The impact and evolution of environmental/occupational, behavioural, and metabolic risk factors on CVD burdens in the Asia–Pacific region from 1990 to 2023: a secondary analysis of the Global Burden of Disease Study 2023

Background Understanding epidemiological trends of the cardiovascular risk factors is integral in designing effective countermeasures in tackling cardiovascular diseases (CVD) in the Asia–Pacific. The study aims to examine the cardiovascular risk factor burden in the Asia–Pacific...

Margins of Resistance: Intersecting Mobility and Socio‐Environmental Justice in Rural Contexts

ABSTRACT Migration and socio‐environmental justice are becoming increasingly intertwined as climate change reshapes global mobility patterns while intensifying existing inequalities. In this context, grassroots initiatives that combine mobility justice with socio‐environmental ju...

Dual Stream Regression Neural Network (DSR-Net) for shape-based parameter estimation

Standard deep learning models used for inverse problems in engineering design commonly experience difficulty in obtaining both temporal and spatial features simultaneously. In this study, a Dual-Stream Regression Network (DSR-Net) is proposed. The DSR-Net model includes a concate...

Exact Semantic Carriers for Structured Physical Systems

Exact search states may be individuated by syntactic history or by a smaller carrier preserving exact continuation semantics. We give a sufficient traversal criterion for deterministic polynomial-time computation: exact semantic factorization, a polynomially bounded reachable car...

Balanced orbit defects in half-turn-symmetric no-three-in-line configurations, with new 2n-point configurations for n = 36, 37, 39

A 2n-point no-three-in-line configuration on the n×n grid with half-turn symmetry decomposes into orbits of a larger subgroup of the dihedral group that it happens to contain, together with half-turn pairs that are not such orbits — its orbit defect. Balance lemma. Read as arcs o...

Assessing clinical activity in Behçet’s disease: relationship between BDCAF score and inflammatory markers

Objective: This study aims to evaluate the correlation between the Behçet Disease Current Activity Form (BDCAF) score, which assesses disease activity in Behçet’s disease (BD), and inflammatory markers such as erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), neutro...

Improving Durability of Silicone Rubber Dielectric Elastomer Composite by Constructing Covalent‐Bonds Between the Surface‐Modified Silica and Matrix

ABSTRACT The inherent viscoelastic behaviors of dielectric elastomers (DEs), such as creep and hysteresis, are important for their long‐term service stability and energy efficiency in cyclic applications. In this work, a constrained interface between dielectric filler and silicon...

Plimpton 322: A Babylonian Table of Normalized Pythagorean Triples for Ratio-Based Trigonometry — E8 Intelligence Research

FINDING: Plimpton 322 encodes a systematic table of normalized Pythagorean triples, likely used for trigonometric calculations based on squared ratios, not angles. MATH: For each row, let \(a < b < c\) with \(a^2 + b^2 = c^2\). The tablet lists \(a\), \(c\), and the ratio \((c/a)...

Cantharidin Causes Hepatotoxicity by Disrupting GSH‐Mediated Redox Homeostasis

ABSTRACT Cantharidin (CTD) possesses potent anticancer activity, whereas its prominent hepatotoxicity severely limits its clinical application. Because the detailed molecular mechanisms responsible for CTD‐triggered hepatotoxicity have not been fully elucidated, additional invest...

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...