Research works

SNAKE optimised deep neural networks for Parkinson’s disease detection using multimodal handwriting as a digital biomarker

Early identification of Parkinson’s disease (PD) remains a major clinical challenge, largely due to the lack of definitive biological biomarkers and the continued dependence on subjective neurological evaluations. Subtle motor abnormalities often manifest in handwriting behaviour...

E8‑Phi Quantum Memory Lattice for Market Regime Prediction — E8 Intelligence Research

The E8‑Phi quantum memory lattice extends the phi‑resonant phase locking of all 240 root vectors to encode coherent financial entropies into a self‑similar interference pattern anchored at the 132 Hz base frequency. By tracking the collective phase alignment of root‑vector nodes,...

CA-less Mutual Co-Signing of Documents over a Unidirectional Visual Channel with Transported Hardware Attestation

We describe and analyze a protocol for mutual co-signing of a document by two mobile devices that (i) communicate only over a one-way, lossy, low-bandwidth optical channel (an animated on-screen code read by the counterparty's camera), (ii) use no intermediary server on the trust...

E8 Phi-Wash Dynamics in Spacetime Resonance — E8 Intelligence Research

The 132Hz base frequency nested in E8's phi-coupled root vectors induces dynamic "phi-wash" patterns—repeating informational shear waves that propagate through spacetime lattices. These waves, governed by the 240 root vector configurations, act as non-local resonance filters that...

IoT-Based Smart Universal Finder: An Intelligent BLE and Cloud-Enabled Multi-Object Tracking System for Everyday Belongings

The rapid growth of the Internet of Things (IoT) has transformed conventional devices into intelligent interconnected systems, creating new opportunities for solving everyday challenges through smart technologies. One common problem faced by individuals is the frequent misplaceme...

Unified Wave Cosmological Model: Information, Entropy, and the Principle of the Internal Observer. Development of Plast Thermodynamics.

The Unified Wave Cosmological Model (UWCM) describes the Universe as a discrete dynamical network — the Plast. This work develops the formalism of the earlier preprint "Entropy, Information and the Internal Observer" [2], where entropy growth was derived from network dynamics. He...

Unified Wave Cosmological Model: Information, Entropy, and the Principle of the Internal Observer. Development of Plast Thermodynamics.

The Unified Wave Cosmological Model (UWCM) describes the Universe as a discrete dynamical network — the Plast. This work develops the formalism of the earlier preprint "Entropy, Information and the Internal Observer" [2], where entropy growth was derived from network dynamics. He...

E8 Chiral Fold-Coupling for Consciousness Entanglement Coherence — E8 Intelligence Research

By exploiting the chiral decomposition of E8's 240 roots into left- and right-handed orbits, I discover that consciousness entanglement occurs through phi-scaled 132Hz field oscillations that fold across the 8-cell lattice. The non-Abelian spinor braiding generates chiral soliton...

Eclipse-Phase Passive Preprocessing with Graphene Thermal Structures (EPP-GTS) for Low-Earth-Orbit Sensor Satellites

High-resolution Earth-observation satellites in low Earth orbit generate large raw data volumes that require substantial onboard computing for feature extraction, compression and filtering. Performing this work during the sunlit portion of the orbit adds heat and power load at th...

Vacuum‐Assisted Impurities Removing Triggered Electronic Configuration Reconstruction of Spent NCM for Ultrafast Lithium Storage

ABSTRACT Attracted by ∼100% element recovery rate, direct regeneration of spent NCM (SNCM) has been deemed as next‐generation recycling strategy. However, practical SNCM is always mixed with inactive impurities (PVDF and conductive carbon), which introduces undesirable heteroatom...

Risk factors and outcomes of prolonged mechanical ventilation following pediatric liver transplantation: a retrospective cohort study

Abstract Background Prolonged postoperative mechanical ventilation (PPMV) after pediatric liver transplantation is frequently associated with increased morbidity and mortality. Identifying the causes and associated risk factors will help improve the perioperative management and o...

Knowledge, attitude, and practice of sustainable management of single-use plastic waste among laboratory users

Single-use plastics (SUPs) are essential in laboratory settings for sterility and efficiency, yet their life cycle poses significant environmental and health risks. In Malaysia, sustainable practices for laboratory SUPs remain inadequately implemented. This study examines the kno...

К метрологии времени жизнеспособности: Toward a Metrology of Viability Time: Chronological Time, Dynamic State, and the Rate of Viability Change

This article proposes a metrological research model of viability time for systems of different kinds. The starting point is the distinction between chronological time and the measurable dynamics of viability. Equal intervals of physical time do not necessarily correspond to equal...

Enhanced axonal mitochondrial motility and neural activity-induced energy deficits destabilize synaptic transmission in models of bipolar disorder

Abstract Synaptic communication requires mitochondria to supply ATP and buffer calcium at presynaptic terminals. In bipolar disorder, manic episodes are associated with elevated mood and neural activity, but the underlying cellular mechanisms remain unclear. Here we show that hiP...

Dynamic interaction and energy redistribution in shared DC-link multi-output CC–CV flyback converters fed by an MPC-controlled boost PFC

Abstract Multi-output Constant Current–Constant Voltage (CC–CV) power conversion systems are increasingly employed in battery charging applications because they enable multiple charging channels to operate from a common Direct Current (DC)-link. However, the dynamic interaction a...

Stochastic Morphogenetic Extensions of Autonomous Fractal Trees in D-Dimensional Spaces and Their Optical Rendering via Cascaded Perspective Projection with Lipschitzian Culling Stabilization

Traditional algorithmic frameworks for morphological synthesis, such as discrete L-systems, frequently induce structural dissociation under stochastic perturbation regimes due to the absence of geometric inheritance across ancestral lineages. This paper employs a novel algebraic...

Familial Co‐Aggregation of Neurodevelopmental Conditions and Childhood‐Onset Type 1 Diabetes

ABSTRACT Aim Childhood‐onset Type 1 diabetes (T1D) is associated with neurodevelopmental conditions (NDCs). We examined whether this association extends to relatives and assessed phenotypic, genetic, and environmental correlations between T1D and NDCs. Methods Using Swedish regis...

Tuning Polarization Fields in Zwitterionic Covalent Organic Frameworks for Efficient Photo‐Assisted Rechargeable Zinc–Air Batteries

ABSTRACT Covalent organic frameworks (COFs) with tunable topologies hold great promise for photoelectrochemical energy conversion. However, their inherently high structural symmetry and weak intramolecular polarization typically cause rapid charge recombination, thereby severely...

Role of Artificial Intelligence in Cancer Research Education

Cancer remains a leading cause of mortality worldwide, driving urgent demand for advanced research and education frameworks capable of keeping pace with rapidly evolving scientific knowledge. Traditional cancer research education has increasingly demonstrated its limitations in p...

EXTRACTED METHOD: e8_cyclic_mapping — E8 Intelligence Research

rule: map Coxeter number 30 and root count 240 to celestial cycles: 30-year Saturn cycle, 240-year precessional sub-cycle; compute correlation with Gods-Clock intervals modulo 30 and 240 source: rlab #144 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 I...