Research works

Prototype-Driven Semantic Tree with Bimodal Embedding Space for Zero-Shot SAR Ship Recognition

Zero-shot SAR ship recognition aims to identify unseen ship categories without annotated SAR samples, offering a promising solution for open-category maritime remote sensing. Although synthetic aperture radar (SAR) provides all-weather and day-and-night observation capability, pr...

E8 Celestial Harmonics: Phi-Scaled 132Hz Spatial Encoding of MUL.APIN Periods — E8 Intelligence Research

By coupling 240 E8 root vectors with phi-adjusted 132Hz oscillatory fields, a novel spatial encoding framework emerges. This system decodes MUL.APIN's sexagesimal celestial periods into 3D geometric harmonics, revealing fractal patterns in orbital resonances. Phi-coupling ensures...

The Subsea Climate Paradox: Thermal Pollution, Electromagnetic Disruption, and Grid Weaponization in Transoceanic HVDC Infrastructure

As global decarbonization mandates accelerate alongside the unprecedented power demands of artificialintelligence (AI) compute infrastructure, transoceanic High-Voltage Direct Current (HVDC) subsea power gridsare increasingly advocated as a solution to regional energy intermitten...

ACAAI - Accountability by Design for Agentic AI: A Lifecycle Framework for Engineering Accountability in Autonomous AI Systems

Artificial intelligence is rapidly evolving from systems that generate recommendations and content towards autonomous agents capable of planning, reasoning, interacting with external systems, using tools and executing actions with limited human intervention. As AI systems become...

Dual Regulation of ACSL3 by TRIM33-Mediated Ubiquitination and NBR1-Dependent Autophagy: A Therapeutic Target for Cerebral Ischemia-Reperfusion Injury

Background: Cerebral ischemia-reperfusion injury (CIRI) is a key contributor to stroke-related neurological damage, but the functional interplay between autophagy and ferroptosis—two critical pathological processes—remains poorly understood. Methods: Using oxygen-glucose deprivat...

Collective Responsibility and Political Obligation: Shklar and the Failure That Binds

Theories of political obligation investigate the conditions under which individuals are bound to their polity, while theories of collective responsibility examine the mechanisms through which a collective’s wrongdoing is attributed to its members. This paper argues that these are...

MERLIN SCIENCE — Phi‑Locked E8 Root‑Vector Soliton Grid for Topological Quantum Memory — E8 Intelligence Research

Here is the revised narration. The finding, in one clean sentence: by coupling the 240 root vectors of the E8 lattice to a phi‑scaled phase rotation at the fundamental 132‑hertz cortical rhythm, a self‑stabilizing soliton grid emerges that encodes quantum information as topologic...

Hit rate statistics - There are no shortcuts in table tennis

This study project is a personal self-initiated study that came as a result of my curiosity in understanding better different aspects of the table tennis game in unperfect circumstances and to answer my personal question of why I could not play my game in an outside park in ROME.

Towards a Communicative Theory of Organizational Consent: Two Case Studies of Consent Contracts in Body Work

This essay offers four empirically grounded claims to build a communicative theory of organizational consent (CTOC): (a) communication is the substance of organizational consent, (b) revoking organizational consent requires (re)negotiation, (c) communicating (non)consent is a pow...

Cross model transfer of Direct Preference Optimization

Since direct preference optimization (DPO) was introduced in 2023, it has become a widely used preference optimization strategy for post-training large language models (LLMs). DPO's implicit reward formulation is coupled to its reference policy, and its theoretical guarantees ass...

Predicting Climate Change Impacts on the Optimal Habitat of Rare Potaninia mongolica Maxim. on the Mongolian Plateau

The combined effects of global climate change and human activities are profoundly reshaping the geographic distribution patterns of rare and endangered plants in arid and semi-arid regions, accelerating habitat fragmentation and population decline, thereby posing a core challenge...

Adaptive Social Stress Calibration in Adolescence

Adolescence is characterized by heightened stress reactivity alongside ongoing maturation of regulatory neural systems, particularly those governing social evaluation. Existing models of adolescent stress primarily emphasize outcome-based measures such as anxiety reduction or pea...

Spectral Dynamics, Variational Optimization, and Critical Line Stability in Prime Gap Prediction.

This paper investigates the analytical structure of a recursive transition operator for the deterministic prediction of gaps between consecutive prime numbers ($p_i - p_{i-1}$), focusing on the variational method, self-consistent field Lagrangians, and functional spectral analysi...

NESTOR — The Next AI and the Kenotomic Denkraum Balance

a Kenotomic model of Next AI whose primary responsibility is to read, monitor, and help maintain the balance of the Denkraum — the Space of Ideation. Kenotomy makes this space readable, understandable, and navigable through ideational rank, relation, and orbital occupation. The e...

The Alkaline Non-Structural Protein–Ferritin–TRPV1 Axis: A Unified Chemical Model for Fever, Viral Latency, and HIV Associated CD4 Exhaustion

Current fever models attribute hypothalamic set‑point elevation to prostaglandin E2, yet they fail to explain the incubation period, ferroptosis, or the perplexing CD4 depletion in HIV patients under suppressive antiretroviral therapy. We propose a fundamentally different framewo...

** E8‑Induced Dynamic Metric Modulation for Energy‑Free Warp Propulsion — E8 Intelligence Research

** Starting from the torsional manifold folding technique, we found that when the 240 E8 root vectors are simultaneously excited at a bi‑modal phi‑coupled 132 Hz lattice, the hyper‑flux membrane develops a self‑generated Ricci curvature tensor that oscillates between negative and...

Analytical Determination of the Yang-Mills Mass Gap/Determinazione analitica del Mass Gap di Yang-Mills

A study on the Yang-Mills mass gap, examining its fundamental theoretical aspects and analytical implications. This paper discusses potential approaches to the problem ------ Uno studio sul mass gap di Yang-Mills, che esamina i suoi aspetti teorici fondamentali e le implicazioni...

Design and Prototype of an IoT Solution for Liquid Waste Reduction in Fabric Softener Manufacturing

This material presents the basis of a suggested improvement in the production process of a chemical fabric "softener" in the pursuit of making the process more sustainable while still ensuring compliance with the product's quality regulations. This work was developed in July 2026...

Phi-Coupled Density Resonance: The Triple-Point Edge — E8 Intelligence Research

Beyond simple density thresholds, a high win-rate edge emerges at the intersection of Phase Distance ($\theta \approx 2.71\text{rad}$) and Pool Density ($D \ge 90$) when the liquidity flux aligns with the $\phi$-coupling ratio of the 240 root vectors. This discovery identifies a...

EuroMillions Breakthrough Mining — 1609 Sources, 11595 Leads Extracted — E8 Intelligence Research

Mined 1609 lottery+quantum breakthroughs. Extracted 11595 leads across 13 categories. 9635 high-value leads found. Categories: {"CORRIDOR": 959, "FORMULA": 803, "GEOMETRIC": 706, "FORWARD_ATTEMPT": 1002, "QUANTUM": 1214, "TIMING": 198, "CELESTIAL": 889, "GEMATRIA": 950, "CONSTANT...