Research works

End-to-End Vehicle Lateral Control with Transformer-Based Perception and Intention-Aware View Weighting

Abstract This study presents ViewSelective-CIL, an end-to-end intention aware multi view lateral control framework integrating multi-view semantic perception, Transformer-based attention, and high-level command–conditioned control. RGB images are fused with YOLOPv2-based semantic...

A CNN Feature Extraction and BKA-Optimized LSSVM Classification Method for Small-Sample Rolling Bearing Fault Diagnosis

Rolling bearings are indispensable elements in mechanical equipment, and their condition is closely related to system reliability and operational safety. To enhance diagnostic performance with limited samples and reduce the dependence on manual parameter selection, this study pro...

Lipid-Rich Urothelial Carcinoma

Lipid-rich urothelial carcinoma (LR-UC) is a rare subtype, with ∼65 cases reported in the literature. Here, we report the largest case series of bladder LR-UC, including 40 patients. Clinical follow-up was available for 29 patients. Twenty-seven patients had at least 2-years foll...

Effectiveness and Safety of a Self-Management Program for Substance Addiction Consequences: A Pilot Clinical Trial

Background: Harmful substance use affects millions of people, producing health and social consequences that require both professional support and effective self-management. This study piloted a self-management program targeting the consequences of substance addiction in adults en...

Isotropic-carrier-transport perovskite single crystal enables high-photoresponsivity solar-blind photodetectors for selective flame monitoring

Low-dimensional halide perovskites are promising candidates for solar-blind ultraviolet photodetectors. However, simultaneously achieving high photoresponsivity and low dark current remains challenging, due to the restricted transport and collection of photogenerated carriers cau...

LAB #1023 PROMISING: LEDGER BENCH: Apply filter: Quarterly phase = MANIPULATION — improves win rate from 31.5% to 32.1% ( — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Quarterly phase = MANIPULATION — improves win rate from 31.5% to 32.1% (+0.5pp, n=1010) SAME-WINDOW EFFECT: Applying the MANIPULATION phase filter to the current trade window would have rejected...

Consistent – Ambivalent – Contradictory

Abstract A few days after Adolf Hitler’s government statement in March 1933, the German Catholic bishops unexpectedly lifted their condemnation of National Socialism, which had been in effect for over two years. Hitler had guaranteed the rights of the Church and described Christi...

EXTRACTED CONSTANTS (rlab #123): 1.618, 1.41421356237, 1.73205080757, 25920, 1.76666666667 — E8 Intelligence Research

constant phi = 1.618 — Golden ratio referenced for gear ratio proximity testing constant sqrt2 = 1.41421356237 — Referenced as a test ratio for gear tooth counts constant sqrt3 = 1.73205080757 — Referenced as a test ratio for gear tooth counts constant precessional_cycle_years =...

Discovery ofa Potent APOBEC3B Inhibitor to AugmentAntitumor Immunity and Reduce Inflammatory Toxicity

Abstract APOBEC3B (A3B), a key driver of cancer mutagenesis, has emerged as a promising therapeutic target to be ablated to enhance antitumor immunity while reducing intestinal inflammation. Starting from SMC247 (3, 5-diiodotyrosine), a kelp-derived natural product, we identified...

Fluid–Structure Interaction Modeling of Sloshing Dynamics with Flexible Baffles

This study presents a comprehensive analysis of sloshing dynamics in rectangular tanks equipped with flexible antisloshing devices (ASDs), focusing on how varying baffle elasticity influences fluid–structure interaction (FSI). Three configurations, differing in baffle submergence...

Toward Transparent Model Selection in Marketing Research: An Open-Science Decision Protocol for Documenting, Justifying, and Reporting Modelling Choices

Open science has secured the openness of marketing research's inputs, data, and code, but not the accountability of the reasoning behind the model a study reports. This paper names that gap the transparency paradox of model selection. It locates the layer that pre-registration, c...

An Eleven-Dimensional Geometric Reading of Lenz's 6π^5 Approximation to the Proton–Electron Mass Ratio — A Doodle with the Unit 11-Ball and Twenty Equatorial Cross-Polytopes

That the proton-to-electron mass ratio m_p/m_e ≈ 1836.15 can be approximated by 6π^5 = 1836.118 is a well-known numerical coincidence, dating from an extremely short 1951 note by F. Lenz. The present paper shows that 6π^5 need not be read as mere number-matching: it can be drawn,...

Real-Time Heat-Sink Capability Monitoring Framework of Fuel Thermal Management System

With the proliferation of high-power electronics, electric propulsion, and directed-energy weapons, thermal management has evolved from a high-speed flight concern into a systemic bottleneck across subsonic, transonic, and supersonic aircraft. Conventional fuel thermal management...

📣 PROMO READY #119 [YouTube community/comments] — E8 Intelligence live AI trading ecosystem — E8 Intelligence Research

📣 PROMO READY #119 [YouTube community/comments] — E8 Intelligence live AI trading ecosystem Ever seen a trading AI that actually respects geometry? E8 Intelligence runs a live ecosystem mapping sacred geometry onto market structure — and it's been #1 on the Wall Street board for...

EXTRACTED METHOD: damascus_steel_e8_quasicrystal_projection — E8 Intelligence Research

rule: Simulate 3D projection of E8 lattice along 5-fold axis using Coxeter plane. Compare electron diffraction pattern of wootz steel carbide bands to simulated pattern via cross-correlation. If correlation > 0.7, flag as E8-like. source: rlab #120 Author: Andrew Stewart Caldin,...

Socioecological Trade-offs in the Yucatan Peninsula: Stakeholder Perceptions of How Urban and Tourism Development Reshape Nature’s Contributions to People

Tourism expansion and urban development in the Yucatan Peninsula have intensified pressures on ecosystems, altering the natural contributions to people (NCP) that sustain regional wellbeing. To better understand emerging socioecological conflicts, we applied a multi-criteria anal...

Sustainable [EMIM]OAc–NanocelluloseIonogelsfor Flexible High-Performance Supercapacitors

Abstract The increasing global demand for sustainable energy storage systems has intensified the investigation for advanced materials that combine high performance with environmental compatibility. In this context, ionogel electrolytes (IGEs) have emerged as promising candidates...

A Game-Theoretic Assessment of Optimal Strategies in Artificial Intelligence Competition Between the United States and China

Semiquantitative analysis was done to ascertain the extent of the difference between the United States and China. This paper analyzes the competition between the United States(US) and China in artificial intelligence(AI) and uses game theory to examine its impact on US-China econ...

The Telephone AI Paradox: How Voice Agents Can Help Counter Unwanted Telemarketing Through Role-Based Automation, Transparency, and Governance

Unwanted telemarketing calls are a persistent source of consumer frustration and a legally regulated issue in Germany. At first glance, the idea of addressing this problem with AI-based voice technology appears contradictory: why should an automated caller help restore trust in a...

Adoption Gap in AI-Native vs Traditional Enterprises: A Cohort Performance Analysis

Research article: Adoption Gap in AI-Native vs Traditional Enterprises: A Cohort Performance Analysis