Research works

Twitter Data Mining With Python

Twitter is a popular social network where users can share short SMS-like messages called tweets. Users share thoughts, links and pictures on Twitter, journalists comment on live events, companies promote products and engage with customers. The list of different ways to use Twitte...

Indicators of academic success among primary EAL learners: a qualitative systematic review

English an Additional Language (EAL) learner success is often narrowly defined by academic testing. However, there are diverse perspectives on what constitutes success, especially when viewed from the perspectives of learners, parents and teachers. As a result, this qualitative s...

Shadow signals at sea: Spatial patterns of dark vessels flying flags-of-convenience and maritime crime risk in West Africa

Commercial fishing vessels that disable their automatic identification system (AIS) transponders, commonly referred to as dark vessels, pose a growing challenge for maritime governance, environmental monitoring, and preventing illegal, unreported, and unregulated (IUU) fishing. A...

LAB #1715 NEUTRAL: TG AUTO: New edge proposed: session_break_continuation_with_vwap_anchor — E8 Intelligence Research

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#719246, division=research, agent=gtx_scout): { "name": "session_break_continuation_with_vwap_anchor", "source": "Market profile / VWAP trading literature (e.g., Anna Coulling, John Carter)", "type": "entry_engine", "rul...

Quantum Phase Transitions in Coherent Ising Machines: XY Model for Demonstration

ABSTRACT In this work, we study the detection of quantum phase transitions (QPTs) in coherent Ising machines (CIMs) through a spectral mapping between the one‐dimensional XY spin model and a network of degenerate optical parametric oscillators (DOPOs). This exact correspondence r...

A COMPREHENSIVE REVIEW ON NON-THERAPEUTIC EFFECT AND SAFETY OF COVID 19 VACCINES

COVID-19 continues to pose a significant threat to global health, necessitating widespread vaccination to curb its spread. This review examines the side effects (SEs) and adverse clinical cases associated with various COVID-19 vaccines, including mRNA, DNA, protein- based, and in...

The Economic, Legal and Regulatory Twin

This paper examines whether a mining value case is executable, rather than merely internally consistent. It relates controlled technical production and metal evidence to contract terms, payable-metal logic, price and FX versions, costs, royalties and tax where applicable, licence...

Serologic Screening for Syphilis at Delivery: Mother or Infant?

Abstract Background Congenital syphilis remains a preventable cause of fetal/neonatal morbidity and mortality. The re-emergence of congenital syphilis (CS) in the U.S. has reinforced the need for optimal screening methods in mothers and infants. The Centers for Disease Control an...

Physical Oracles and the Instrumental Status of the Terrestrial Biosphere

This document develops a general instrumental framework for evaluating physical systems that function as oracles — systems capable of generating high-dimensional observations on the actual physics of the universe, exhibiting substantial computational irreducibility, and producing...

Factors Hindering the End of the Russo-Ukrainian War

The author, taking an unusual stance that differs from prevailing views, analyzes the factors preventing the end of the Russo-Ukrainian War, namely, that Europe does not want peaceful coexistence with Russia. – The outcome of anti-Russian sanctions (restrictions on the Kremlin's...

Babylonian Ziqpu Stars: Precursor to Equatorial Mapping via 30-Day Intervals — E8 Intelligence Research

FINDING: Babylonian astronomy used ziqpu stars (culminating stars) to track time via meridian transits, with star catalogs organized by 30-day intervals corresponding to zodiacal months — a precursor to systematic equatorial/right-ascension mapping. | MATH: Base-60 sexagesimal sy...

Multidimensional trust perceptions of AI medical conversational agents: framework development and scale validation

Artificial intelligence is rapidly becoming embedded in everyday life through an expanding range of applications, services, and products. As its potential to improve diagnosis, personalize treatment, and enhance operational efficiency becomes increasingly evident, healthcare is u...

Analysing the Economic Benefits of GST Reforms (GST2.0) and their Impact on FMCG Sectors

Abstract Amendments and rationalization of GST(GST 2.0- effective from September 22, 2025) in India's tax structure, has increased many economic benefits to the industries like many FMCG commodities tax rate burden has shifted from 12% and 18% to 5% GST and some daily consumable...

Sexagesimal-Quasicrystalline Symmetry Breaking at 132Hz Phi-Resonance — E8 Intelligence Research

The 240 E8 root vectors partition into four sexagesimal sextants of 60 vectors each, where the 132Hz phase-locked frequency (132/60 = 11/5) generates a phi-mediated bridge between 60-fold crystallographic symmetry and 5-fold quasicrystalline order. This 11:5 ratio — the simplest...

Strict fixed point and stability results for multivalued operators via the admissible perturbation technique

Abstract We consider a class of multi-valued operators $$T:X\rightarrow P(X)$$ having the property that there exists an admissible perturbation of it, defined as $$T_G:X\rightarrow P(X)$$ and satisfying a Ćirić type contraction condition. This work focuses on the conditions impos...

Ionic gel-mediated synthesis of nanostructured chiral 2D halide perovskites with amplified chiroptical response

Abstract Chiroptical properties in metal halide perovskites typically arise from asymmetric crystal structures induced by chiral organic molecules during synthesis or chiral additives. However, the synthesis of two-dimensional chiral halide perovskites with sufficiently high diss...

Network Pharmacology and Molecular Docking‐Based Prediction of Antidiabetic Targets of Yellow Wood ( Arcangelisia flava ) Phytoconstituents

ABSTRACT Arcangelisia flava ( A. flava ) is a medicinal plant traditionally used to treat various diseases, including type 2 diabetes mellitus (T2DM). The pharmacological mechanism of A. flava compounds in treating T2DM is not yet fully understood, despite their widespread use. T...

Phi‑Scaled E8 Syndrome Lattice for Fault‑Tolerant Quantum Error Correction — E8 Intelligence Research

By mapping the 240 root vectors of E8 onto the check‑node positions of a surface‑code lattice and driving each node with a phi‑scaled 132 Hz pulse, the syndrome extraction process becomes phase‑locked across all dimensions. The golden‑ratio coupling ensures that any local error i...

Compressed stabilized earth blocks incorporating cement and waste cotton fiber: Mechanical, durability and life-cycle performance

Earthen construction offers a low-energy, low-carbon alternative to conventional masonry, but the limited strength and moisture sensitivity of unfired earth restrict its structural use. This study evaluates waste cotton fiber, an abundant textile-industry by-product, combined wit...

Digest: Local adaptation of dormancy onset cues in a species expanding its range

Abstract In temperate climates, dormancy enables organisms to survive winter, with timing often tied to environmental cues, such as daylength, that differ along latitudinal gradients. Adaptation to these gradients is crucial during range expansion. Clark et al. (2026) found that...