Research works

REASON FOR USING FREQUENCY AND PERCENTAGE TO ANALYZE CATEGORICAL DATA

Frequency and percentage are among the most commonly used descriptive statistical techniques for analysing categorical data. This article examines the reasons for using frequency and percentage to analyse categorical data regardless of the academic degree or level of a researcher...

Service sustainability across cultures: leveraging the SHIFT framework for mobile service engagement

Purpose Although prior studies on sustainable services have examined the issue in contexts such as health care and fashion, existing theories often focus on isolated drivers and therefore offer limited insight into sustained engagement with mobile services for essential daily con...

Heterogeneity and Controlling Mechanisms of Soil Organic Carbon Stocks Across Erosion Zones in China Under Future Climate Scenarios

ABSTRACT Soil organic carbon (SOC), as a key indicator of global carbon cycling and climate change response, plays a critical role in regional ecological security and agricultural sustainability. This study employs three machine learning models including the LightGBM, XGBoost, an...

Evaluate the impact of a 4 h tandem phase on the continuity of nadir altimetry measurements between S3 and S3NG-T

Abstract. The upcoming Sentinel-3 Next Generation Topography (S3NG-T) mission, designed to succeed the current Sentinel-3 (S3) mission, will operate on the same ground tracks as the current S3 constellation to maximise continuity of measurements, but with a fixed 4 h temporal lag...

Pressure-Gradient Identities for Material Deformation in Incompressible Euler Flow: A Staged Derivation of Affinity Defects, Pair Separation, and a Spherical Mean Law

This paper studies a specific question in incompressible Euler flow: what happens to material particle motion when the local deformation is not exactly affine? I do not present this as a solution to the Euler regularity problem, and I do not claim to build a new turbulence model....

IBAS: Interaction-bridged association studies discovering novel genes underlying complex traits

Genetic contributions to complex traits are often mediated through coordinated gene–gene interaction networks, yet most existing association frameworks focus on marginal single-gene effects and overlook higher-order dependency structures. Direct modeling of interactions remains c...

Laws of the Statistical Universe: Gravitational Forces of the Data World

AbstractThe physical universe has had its laws since Newton (1687). The statisticaluniverse — the universe of data, observations, and inference in which every scientificmeasurement operates — has had none. Every statistical method has been a tool. Noone has established the founda...

Poetry of Umesh Solanki

પ્રિયેપીઠ શેકતા રોડરોડ વચ્ચે શિસ્તબદ્ધ છોડબેચાર છોડને છોડી નાનકડું એક વૃક્ષએમ વૃક્ષોવૃક્ષોમાંઆવે ને જાય ને અટકેઆવે ને જાય ને અટકેવાયરાનું આવું વારે-વારે થાય.રોડ પડખે હરોળબદ્ધ ઇમારતોસૈનિકની જાણે ઊભી...

Comparison of Patellofemoral and Motion Outcomes Between Unrestricted Kinematic and Mechanical Alignment in Primary Total Knee Arthroplasty: A Systematic Review and Meta-Analysis

Background: Unrestricted kinematic alignment (KA) in total knee arthroplasty (TKA) seeks to restore patient-specific limb geometry and ligamentous balance, yet uncertainty persists regarding patellofemoral (PF) complications and postoperative interventions. Comparative evidence c...

Strategic Optimization of Agricultural Supply Chains Based on the Integration of GIS and Multimodal Infrastructure Capacity in Kazakhstan

Background: Managing agrologistics supply chains under infrastructure scarcity requires integrative, spatially explicit decision-support tools. This study develops a macro-level digital twin of the multimodal agricultural supply chain in Kazakhstan’s Almaty region to optimize fre...

Facilitating megacity electricity decarbonization via grid-interactive demand-side resource management

City power systems face intensified mismatches between generation and dynamic demand under rising zero-carbon energy penetration levels. Although demand-side resource management offers mismatch mitigation potential by regulating load patterns, its city-level capability remains un...

ARTICLE 2. MEMORY THEORY: THE PHYSICS OF WATER MOLECULES

According to the Non-Information Theory of Life (NJT), living systems are described as supramolecular ensembles capable of maintaining their identity in the flow of matter and energy. The key mechanism for preserving identity is physical memory – the ability of the system to reco...

Rocks out, waste in: A double penalty in gravel-rich river valleys?

Construction and Demolition (C&D) waste is the largest solid waste stream in France, yet circular economy (CE) research on this sector tends to privilege technical and quantitative framings over its socio-economic and governance dimensions. This article examines the implementatio...

Layered Causal Realism: An Overview

Layered Causal Realism (LCR) is a methodological framework for diagnosing and constraining explanatory migration across domain boundaries. It imposes two related constraints: any explanatory inference that crosses an explanatory-domain boundary requires independent authorization,...

Strategic Self Arbitration in LLM Agents: A Three Seat Architecture Grounded in Chess Theoretic Decision Making

Language model agents that operate over long contexts face a recurring problem: how much weight to give what has already happened versus what might happen next when choosing a single action in the present. I introduce CHESS, a three seat meta cognitive architecture in which a pre...

Multi-omics insights into the mechanisms and prognosis of IPF

Abstract Idiopathic pulmonary fibrosis (IPF) represents another progressive and devastating interstitial lung disease found across populations, with a prominent male predominance accounting for approximately 70% of cases. Regional variation in IPF-related genetic polymorphisms, e...

The Triality Quotient Paper

Objective. We construct four-dimensional conformal spacetime from a marked split-real D4 datum by degeneration, radical quotient, spinor restriction, and projective null geometry. Why (4,2;2). Let E = F ⊥ R, with F carrying signature (4,2), R carrying signature (0,2), and dim R =...

Spatial Modeling of the Impact of Climate Change on Thermal Comfort Using Geospatial Techniques and Artificial Neural Networks: A Case Study of Northwest Jordan

The extensive use of high-resolution digital elevation data, along with continuous improvements in computing power and geographic information system (GIS) tools. Has driven the development of spatial data processing, management, and spatial interpolation methods. This study aims...

Can artificial intelligence improve precision dosing? a systematic review of narrow therapeutic index drugs

Abstract Background Precision dosing of narrow therapeutic index drugs remains challenging because of substantial interindividual variability and the narrow margin between therapeutic efficacy and toxicity. Artificial intelligence (AI)–based approaches may improve individualized...

The Dialects of Lesvos and Adrianople: Similarities and Differences and What They Tell Us About Dialectal Variation in Greek

The Greek dialects of Lesvos and Adrianople (present-day Edirne) during the time of the Ottoman Empire have much in common. Both are northern dialects and show considerable influence from Turkish; moreover, both were documented in the early 20th century, before the fall of the Ot...