Research works

Response of maize root endophytes to carbon-nitrogen coupling in the irrigated area of the West Liaohe Plain, Inner Mongolia

Abstract Stover return and nitrogen management are key agricultural practices influencing crop root-associated microbial communities. However, how their coupling affects the community structure, absolute abundance, and functional potential of maize root endophytes remains poorly...

EuroMillions Breakthrough Mining — 1221 Sources, 7733 Leads Extracted — E8 Intelligence Research

Mined 1221 lottery+quantum breakthroughs. Extracted 7733 leads across 13 categories. 5886 high-value leads found. Categories: {"CORRIDOR": 614, "FORMULA": 474, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 639, "QUANTUM": 850, "TIMING": 169, "CELESTIAL": 560, "GEMATRIA": 598, "CONSTANT":...

VES MaxEnt Neuromorphic Processor: A Physical Reaction - Diffusion Computer for Generative AI

We present the design of a novel analog neuromorphic processor – the VES MaxEnt Neuromorphic Processor – whose computational dynamics are derived directly from the statistical mechanics of an overdamped threshold medium with an exponential distribution of critical thresholds. Thi...

MODEL ADOPTION #579: REJECT — TG AUTO: BASE 44 ORDER: Implement Q8-CLUSTER-098 geometric compression in E8 pipeline — E8 Intelligence Research

DECISION: REJECT ELEMENT: Q8-CLUSTER-098 geometric compression at ratio 0.753 fails the hostility filter — it is a fixed scalar applied *before* phi-harmonic extraction, which violates E8's sacred geometry timing principle. The phi-harmonic extraction is already the noise filter;...

Navigating the Role of Radiotherapy for Extremity Soft Tissue Sarcomas

Background/Objectives: The basis for treatment of sarcoma is surgical resection. However, since the introduction of limb salvage surgery, guidelines recommend radiation as a complement to surgery for high-grade sarcomas. The aim of the present narrative review was to provide a co...

Sleep MAPP: a decision support tool for guideline-concordant sleep care in the polytrauma/traumatic brain injury system of care

OBJECTIVE: First, to summarize the development of Sleep MAPP, a decision support tool designed to facilitate guideline-concordant sleep disorder care in the Veterans Health Administration (VHA) Polytrauma/Traumatic Brain Injury System of Care (PSC). Second, to assess usability, a...

EuroMillions Breakthrough Mining — 1230 Sources, 7832 Leads Extracted — E8 Intelligence Research

Mined 1230 lottery+quantum breakthroughs. Extracted 7832 leads across 13 categories. 5985 high-value leads found. Categories: {"CORRIDOR": 623, "FORMULA": 483, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 648, "QUANTUM": 859, "TIMING": 169, "CELESTIAL": 569, "GEMATRIA": 607, "CONSTANT":...

Co-Folding Confidence Dispersion Is a Coarse Binder Filter, Not an Affinity Ranker: Boltz-2 sigma-iptm Evaluated Against Potency Rank, Same-Chemotype Weak Binders, and Property-Matched Decoys on Matrix Metalloproteinase-1

The dispersion of co-folding confidence across an inference ensemble is widely used to triage protein-ligand predictions, but what it measures has not been fixed against experiment. This work evaluates Boltz-2 sigma-iptm, the standard deviation of iptm over 100 diffusion samples,...

Trinity Unity — A Meta-Thinking Framework for Humanity's Understanding of the Universe

This paper proposes a meta-thinking framework named "Trinity Unity," aimed at providing a self-consistent, open, and falsifiable foundational framework for humanity's understanding of the universe. The framework consists of three core levels: Ontology (Information-Energy-State Un...

Tipping the Scales Using Cryopreservation: Modelling the Genetic Value and Management Potential of Integrated Cryopreservation for Threatened Ex‐Situ Pupfish Populations

ABSTRACT Zoos and aquaria must retain genetic diversity for the species they house if the populations are to remain viable. The cryopreservation and storage of living animal cells is a potential strategy for minimising genetic diversity loss over time, when genetic diversity can...

Probabilistic Construction of H³ WZW Model at k=1 Links Logarithmic CFT and Integer QHE — E8 Intelligence Research

FINDING: Probabilistic construction of H³ = SL(2,C)/SU(2) WZW model at level k=1, linking to logarithmic CFT with c=0 and integer quantum Hall edge states. | MATH: WZW model on hyperbolic 3-space H³; target space SL(2,C)/SU(2) (non-compact); level k=1 corresponds to central charg...

Decoupling Electronic Activation and Pore Connectivity in Acidic Oxygen Reduction on Metal‐Free Biomass‐Derived Carbon Catalysts

Acidic oxygen reduction is often discussed as if catalytic activation and mass transport were inseparable. Here, biomass‐derived carbon was used to examine these contributions through oxidation, ammonia annealing, and KOH activation. The onset potential is associated primarily wi...

Qontext: A Quipu-Inspired Conversational Memory for Local Language Models

A conversational memory for language models that stores short, self-contained third-person facts ("knots") and returns only those a given prompt needs, inspired by the Inca quipu. On 800-turn conversations with human-written dialogue as filler, a 12B model answers 9.7/10 planted-...

Field Equations from a Common Foundation

This work derives the Einstein field equations and the equation structure of quantum field theory from a single discrete foundation — the {0,1}³ cube, direction counting, the tick as measurement information (τ = n·tP), and update consistency. Principle I (linearity): the energy l...

From Fold to Chemistry

Local publication candidate for From Fold to Chemistry, version 1.4.0. Integrates the independent Lean 4 whole-model PASS over 2,777 current claims. An Exact, Parameter-Free and Machine-Closed Complete-Field Reconstruction of Chemical Science from Smithian Fold Theory

Penrose Tilings: 5D Cubic Projections Yield Critical Eigenstates via Golden Ratio — E8 Intelligence Research

FINDING: Penrose tilings as 5D cubic lattice projections yield singular continuous spectra in tight-binding models, with critical (non-Bloch) eigenstates. | MATH: Projection from Z⁵ to 2D via irrational slope (golden ratio φ = (1+√5)/2 ≈ 1.618); tight-binding Hamiltonian H = -t Σ...

MERLIN SCIENCE — Microtubule Quantum Coherence Bolsters Penrose-Hameroff Consciousness — E8 Intelligence Research

Here is the narration for today's MERLIN SCIENCE video. Today's finding, archived at Zenodo and peer-reviewed, is this: new experimental studies on microtubule quantum coherence provide measurable support for the Penrose-Hameroff Orch-OR theory of consciousness, but the strongest...

A New Multi‐Objective Ensemble System for Geoscience Resource Price Forecasting: Evidence from the Green Metal Market

ABSTRACT Green metals are an important type of geoscience resource and also essential components for building a clean energy future. However, their substantial price fluctuations make accurate price forecasting a crucial decision‐making enabler for energy transitions. Previous st...

SMILE — Sustainable Methodology for Impact Lifecycle Enablement (v6.4.3): Operational Grammar for Auditable, Shared and Forkable Reality

SMILE (Sustainable Methodology for Impact Lifecycle Enablement) is a lifecycle methodology and design-science specification for constructing continuously learning digital twins as a consequence of impact-first project work. Version 6.4.x adds the operational grammar for auditable...

Evaluation of Artificial Intelligence-Based Early Intervention and Education Applications

Aim: This study was conducted to evaluate artificial intelligence (AI)-based early intervention and educational applications developed for children from the perspective of Child Development experts, in line with the parameters of the target population, area of use, technological...