Research works

E8 Root Vector Harmonic Synchronization for Quantum Neural Networks — E8 Intelligence Research

We propose using the 240 root vectors of the E8 lattice as a complete orthogonal basis to encode quantum states within a neural network's weight space. By modulating these states with a 132 Hz φ‑coupled frequency, the network's layers achieve harmonic synchronization that mirrors...

Radical-mediated synergistic remediation of crude oil contamination by nutrient-enriched indigenous microbial consortium from multiple culture media

To improve the low remediation efficiency of single microbial strains for crude oil-contaminated wastewater, indigenous microbial consortium was enriched using four media (TSB, PDB, YPD, and CPD). A ternary system integrating microbes, surfactants, and chemical oxidation was cons...

VOLE-Audio: Procedural Sampling and Direct Audio Materialization from Deterministic State - Broad Prior-Art Technical Disclosure and Research Architecture

Abstract Digital audio systems commonly make sampled waveforms the dominant representation across multiple layers: files are decoded into PCM or related sample-domain codes, samplers cache sample blocks, processing graphs consume and emit sample-domain buffers, mixers produce end...

Adaptive timestamp based concurrency control for efficient transaction processing in permissioned blockchains

Efficient concurrency control is key on permissioned blockchain platforms like Corda, where transaction volumes are high and contention is rife. In some hotspot situations, conventional concurrency control mechanisms such as Two-Phase Locking, Optimistic Concurrency Control, Mult...

Effect of Photobiomodulation‑Based LED on Myopia Control in Children: An Exploratory Randomized Clinical Trial

Laser-based repeated low-level red-light (RLRL) therapy may slow myopia progression, but evidence for lower-intensity noncoherent photobiomodulation-based light-emitting diode (PBM-LED) therapy remains limited. We evaluated its short-term efficacy and safety in children with myop...

Thermal Hydrolysis-Driven Lactate Enrichment and Caproate Specificity in Self-Buffered Mixed Waste Fermentation: Mechanistic Insights into a Long-Term Integrated Chain Elongation and Anaerobic Digestion Process

Abstract This study demonstrates a sustainable continuous production of medium-chain fatty acids (MCFAs) from real waste streams, achieving stable caproate synthesis without external buffering or electron donor addition. This new process couples microbial chain elongation of mixe...

Saros-Phi Resonance Cascade in Multi-Selector Lottery Dynamics — E8 Intelligence Research

When multiple lottery selectors operate simultaneously, their individual phase durations create constructive interference patterns following phi-coupled E8 root projections. This generates a cascade resonance where the 132Hz base frequency amplifies through successive phi-multipl...

EDDE-MT-Based Detection-Record Integrity and DV-QKD with Side-Channel Monitoring Using DVQMTC and E-TeLU-Bi-LSTM for Securing CPS

Discrete-Variable Quantum Key Distribution (DV-QKD) provides a mechanism for establishing secret keys between legitimate parties using quantum-state transmission and authenticated classical post-processing. In this work, the underlying quantum layer follows a biased-basis decoy-s...

An Isolable Terminal Imido Complex of Platinum

Abstract Late transition-metal imido species serve as key intermediates in a variety of catalytic transformations. However, their transient nature renders isolation challenging, and an isolable platinum terminal imido complex has remained elusive to date. In this work, we present...

Study on the Origin and Evolution of Life

Adopting qualitative logical deduction, this paper constructs a holistic evolutionary hypothesis connecting cosmic celestial bodies, planetary geology, the origin of life, human physiology, intestinal flora, consciousness activity, gene mutation and the iteration of human civiliz...

Direct transfer to primary percutaneous coronary intervention centres following out-of-hospital cardiac arrest: longer term outcomes and influences on survival

Objective Myocardial infarction is a leading cause of out-of-hospital cardiac arrest (OHCA). In patients with OHCA due to suspected acute coronary occlusion, direct transfer to a centre capable of primary percutaneous coronary intervention (PPCI) has been shown to improve short-t...

Babylonian Eclipse Prediction via Saros and Metonic Cycles in Cuneiform Arithmetic — E8 Intelligence Research

FINDING: Babylonian eclipse prediction relied on the Saros cycle (223 synodic months ≈ 18.03 years) and the Metonic cycle (235 months ≈ 19 years), encoded in cuneiform arithmetic progressions — not geometric models. | MATH: Saros: 223 × 29.53059 d = 6585.32 d ≈ 18 yr 11 d 8 h; Me...

Complete Equality and Sharp Minimality for Marked Two-Probe Mixed-Volume Deficits of Zonoids

We study a mixed-volume deficit for zonoids determined by a base family and two marked probes in dimension d. The deficit Δ = βγ − αη has a formal Gale representation. On its rank-two layer, k = 2 (equivalently g = d), the deficit is nonnegative and its equality set is explicit....

Drying Kinetics, Effective Moisture Diffusivity, and Thermodynamic Analysis of Banana Slices Under Potassium Metabisulfite (KMS) Pretreatment

The present study investigates the effect of drying temperature and potassium metabisulfite (KMS) pretreatment on the drying kinetics, effective moisture diffusivity, activation energy, thermodynamic properties, and thin-layer drying-model performance of green banana slices. Bana...

A Hybrid Multi-Criteria Decision-Making Framework for Selecting the Most Suitable Photovoltaic Proposal in Healthcare Institutions

Reliable electricity supply is essential for healthcare institutions, particularly where grid instability can disrupt service continuity, compromise patient safety, and affect the operation of critical medical equipment. In this context, selecting an appropriate photovoltaic (PV)...

Safety, Pharmacokinetics, and Predicted Neutralizing Activity of the SARS-CoV-2 Monoclonal Antibody Sipavibart: Results from Little DIPPER and the SUPERNOVA Substudy

The rapid evolution of SARS-CoV-2 has necessitated efforts to accelerate the clinical evaluation of neutralizing monoclonal antibodies. Little DIPPER and the SUPERNOVA substudy explored the feasibility of immunobridging efficacy from tixagevimab–cilgavimab to sipavibart using pre...

Lightweight Shoulder Physiotherapy Exercise Recognition via Efficient Channel Attention and Depthwise Separable Residual Networks on Wrist-Worn IMU

Accurate and subject-independent recognition of shoulder physiotherapy exercises from wrist-worn inertial measurement unit (IMU) signals is essential for automated home-based rehabilitation monitoring, yet existing deep learning models are too parameter-intensive to deploy on res...

The incremental yield of chromosomal microarray analysis in fetuses with isolated ARSA and normal karyotype: cohort study and meta-analysis of the literature

Aberrant right subclavian artery (ARSA) is a relatively rare ultrasonographic marker that has been associated with trisomy 21 and 22q11.2 deletion. Its predictive accuracy, however, remains arbitrary as published cohorts do not present consistent findings. This study aimed to eva...

Similarity analysis of blood count reference intervals reveals no ethnic or geographic structure and supports personalised values

Abstract Blood reference intervals (RIs) underpin diagnostic interpretation and therapeutic monitoring worldwide. However, many widely used RI systems originate from limited historical cohorts and have been propagated across health systems without harmonised derivation protocols,...

Full-scale field evaluation of a net zero energy greenhouse concept integrating electrified heating, envelope improvements, and on-site photovoltaics

Abstract To address climate change and the transition to a low-carbon society, greenhouse horticulture must improve energy performance, as greenhouse facilities are energy-intensive systems requiring environmental control for crop cultivation. In particular, winter heating relies...