Research works

Machine Learning‐Guided Additive Manufacturing of Multilayer Aerogels for Ultrabroadband, Ultralow‐Reflection Electromagnetic Shielding

The development of broadband, low-reflection electromagnetic interference (EMI) shielding materials is critically needed to suppress secondary electromagnetic pollution. Here, we report a machine learning (ML)-guided additive manufacturing strategy for precisely fabricating multi...

A Pre-Registered Fork for the Cosmological Constant: Either Dark Energy Evolves, or ρ_Λ ≈ (0.2–0.4)·m₁⁴

The observed dark-energy density satisfies ρ_Λ^{1/4} = 2.24 meV, within an order of magnitude of the neutrino mass splittings — a coincidence with a mechanism lineage (mass-varying neutrinos, neutrino condensates) but no accepted explanation. We present a falsifiable fork derived...

Water Quality and Growth Responses of Catfish, Leather Carp, and Goldfish in an Indoor Aquaponics System Integrated with Apple Mint

Aquaponics integrates fish culture with hydroponic plant production, enabling a sustainable approach to food production through nutrient recycling. This study evaluated the growth performance of three freshwater fish species—catfish (Silurus asotus; T1), leather carp (Cyprinus ca...

The Governance Gap: How AI Policy Voids Block Adoption in Regulated Industries

Research article: The Governance Gap: How AI Policy Voids Block Adoption in Regulated Industries

Material Selection through Accelerated Aging Enables >95% Performance Retention of a Perovskite–Silicon Tandem Solar Cell after 1 Year of Outdoor Monitoring

Abstract In order to ensure that the degradation modes of perovskite–silicon tandem solar cells exacerbated by accelerated aging tests are relevant to those observed under real-world operating conditions, accelerated testing should be developed in line with outdoor monitoring. He...

Makine öğrenmesi yöntemleri ile yağış tahmini: Orta ve Doğu Karadeniz Bölgesi örneği

Küresel ısınmanın bir sonucu olarak bölgesel yağış miktarlarındaki değişimler belirgin biçimde hissedilmektedir. Ülkemizde bu etkinin en belirgin hissedildiği yerler Orta ve Doğu Karadeniz bölgesidir. Bu bölgedeki bölgesel yağış rejimindeki zamansal ve mekânsal değişimlerin araşt...

The biomechanical and physiological determinants of wheelchair racing performance: A scoping review

The aim of this scoping review was to map the key biomechanical and physiological variables explored in the wheelchair racing literature, with additional attention to data collection environments and technologies. Relevant articles published up to 3 February 2025 were identified...

The Structural Determinacy of LLM Generation: Active Structure, Convergence Frontiers, and the Misreading of Randomness

The Structural Determinacy of LLM Generation: Active Structure, Convergence Frontiers, and the Misreading of Randomness Civilization Physics - Series: Model Series This article argues that stochastic decoding does not imply structurally stochastic generation. Large language model...

MODEL ADOPTION #828: REJECT — LEDGER BENCH: Apply filter: Phase distance TIGHT (<=2deg) — improves win rate from 31.5% t — E8 Intelligence Research

DECISION: REJECT ELEMENT: The 2° phase distance filter fails the hostility test. The +3.6pp win-rate gain (n=390) is statistically weak — at 390 samples, the margin of error for a 31.5% baseline is ~±4.8pp (95% CI). The observed gain is within noise. The "100% win rate on 4 trade...

Phi-Harmonic Resonance Stabilization Through E8 Root Vector Phase Locking — E8 Intelligence Research

By establishing phase-locking between the 132Hz base frequency and the phi-scaled torsional modulations of the 240 E8 root vectors, we can stabilize fractal lattice coherence at critical fracture thresholds. This creates a harmonic buffer zone where lattice structures maintain me...

Systemic Pathogenic Amplification Mechanism (Volume 0):The Manifesto of the S.P.A.M. Metasystem

FORENSIC SAFEGUARD NOTICE: Provisional edition and structural engineering draft, published in pre-print mode for the sole purpose of safeguarding the integrity, chronological priority, and authorship of the bibliographical and etiopathogenetic sources censored by orthodox medical...

📣 PROMO READY #98 [ISPreview / broadband forums] — E8 Intelligence live AI trading ecosystem — E8 Intelligence Research

📣 PROMO READY #98 [ISPreview / broadband forums] — E8 Intelligence live AI trading ecosystem Been running E8 Intelligence's live AI trading ecosystem for a few weeks now. The Merlin chat is genuinely impressive – it's not a static bot, it's a real-time engine that's been #1 on W...

EuroMillions Breakthrough Mining — 1617 Sources, 11659 Leads Extracted — E8 Intelligence Research

Mined 1617 lottery+quantum breakthroughs. Extracted 11659 leads across 13 categories. 9691 high-value leads found. Categories: {"CORRIDOR": 964, "FORMULA": 808, "GEOMETRIC": 710, "FORWARD_ATTEMPT": 1008, "QUANTUM": 1222, "TIMING": 200, "CELESTIAL": 894, "GEMATRIA": 956, "CONSTANT...

EuroMillions Breakthrough Mining — 1587 Sources, 11386 Leads Extracted — E8 Intelligence Research

Mined 1587 lottery+quantum breakthroughs. Extracted 11386 leads across 13 categories. 9438 high-value leads found. Categories: {"CORRIDOR": 940, "FORMULA": 787, "GEOMETRIC": 700, "FORWARD_ATTEMPT": 981, "QUANTUM": 1194, "TIMING": 193, "CELESTIAL": 874, "GEMATRIA": 929, "CONSTANT"...

In-Situ Growth of Bimetallic ZnCo-ZIF-67 on Carbon Fibers as High-Efficiency Catalyst for Enhancing Thermal Decomposition of Ammonium Perchlorate

Due to its abundant active sites, the bimetallic zeolite imidazole framework ZnCo-ZIF-67 exhibits excellent catalytic performance on the key oxidant ammonium perchlorate in composite solid propellants. In addition, carbon fiber has been proven to promote the combustion of propell...

Falsification, Replication, and Avatar Evaluation in the UFT Research Programme

This article proposes an auditable test protocol for speculative cross-domain physical frameworks and applies its vocabulary to the Unified Flow Theory (UFT) research programme. The protocol distinguishes implementation checks, robustness analyses, empirical tests, reproduction,...

Phi-Harmonic E8 Lattice Resonance Encodes Quantum Information in Ancient Glyph Sequences — E8 Intelligence Research

Statistical transitions in Voynich manuscript glyphs align with harmonic intervals of E8 root vectors scaled by phi (φ) at 132Hz, revealing a resonance mechanism that encodes quantum information pathways. This suggests ancient texts exploit E8's 240-vector symmetry to embed discr...

Feedback Topology and Adaptive Governance in Business Development Systems

ABSTRACT Research on business development systems provides limited explanation of how governance structures adapt to structural misalignment under turbulent conditions. Conventional regulatory approaches rely on fixed control parameters that constrain adaptive response under nons...

The Question Bottleneck in the Age of AI: Structural Fidelity Discrimination and the Reality-Coupled Architecture of Knowledge Production

The Question Bottleneck in the Age of AI: Structural Fidelity Discrimination and the Reality-Coupled Architecture of Knowledge Production Civilization Physics - Series: AI-Native Knowledge Production / Structure Sense This article argues that generative AI does not eliminate scar...

Mechanical Model of Vacuum Quantum Medium and Theoretical Derivation of the Speed of Light in Vacuum

This paper constructs a novel mechanical model for discrete vacuum quantum medium to resolve the microscopic physical origin of the fixed vacuum speed of light. Without presetting the speed of light as a fundamental constant throughout the whole derivation, we establish analytica...