Clonal expansion dynamics on ART in individuals treated during acute and chronic infection. di Tine Struyve (22683295)

Adelic Aligned p-adic Spacetime and Recursive Expansive Dynamics di Del Bel, Julian (21403013)

“...At its core, the adelic approach treats phenomena as emerging from the combined contributions of all mathematical "places" – including both the real continuum and the p-adic number fields associated with prime numbers. ...”

Data Sheet 1_Snoring sound classification in patients with cerebrovascular stenosis based on an improved ConvNeXt model.pdf di Caijian Hua (10169614)

“...To address this gap, this paper proposes a snoring classification method integrating dynamic convolution and attention mechanisms, and explores the acoustic feature differences between patients with cerebrovascular stenosis and those without stenosis....”

The Cykloid-Adelic Recursive Expansive Field Equation (CARE) di Del Bel, Julian (21403013)

“...<p dir="ltr">The full expression lives alongside the original paper RED34Section </p><p dir="ltr">1: Mathematical Framework Definitions Core Functions – r₁(t)=exp(t·α), r₂(t)=tᵅ, d(t)=2 sin(t·α)+3 Time Derivatives – ṙ₁=α exp(t α), ṙ₂=tᵅ·(α/t), ḋ=2 α cos(t α) </p><p dir="ltr">Section 2: Partial Derivatives of the Area Function Auxiliary terms θ₁…θ₄ defined from r₁, r₂, d and Δ=√(θ₁θ₂θ₃θ₄) Exact formulas for ∂A/∂r₁, ∂A/∂r₂, ∂A/∂d, each featuring: – a Heron-type square‐root term – a cyclic product of three θ’s divided by 2 θ₁θ₂θ₃θ₄ – an arccos term – additional correction factors </p><p dir="ltr">Section 3: Total Time Derivative of Area dA/dt = (∂A/∂r₁)ṙ₁ + (∂A/∂r₂)ṙ₂ + (∂A/∂d)ḋ Substitution of ṙ₁, ṙ₂, ḋ yields a sprawling multi-line expression combining all three partial contributions </p><p dir="ltr">Section 4: Key Mathematical Constructs Golden ratio φ = (1+√5)/2 ≈ 1.618 Fractal Hausdorff dimension D_H ≈ 3.48 Tribonacci constant ≈ 1.839 Adelic prime-based product structures Recursive operator ℛ(x)=limₙ→∞φ⁻ⁿ P_stratumₙ∘Tⁿx Eigenvergence at rate O(φ⁻ⁿ) </p><p dir="ltr">Section 5: Validation Metrics χ²/ν = 1.03 (ν=112) Gelman–Rubin R̂ = 1.002 ± 0.0003 Energy conservation: d(E_epic+E_epitro)/dt = 0 CMB multipoles C_ℓ ∼ ℓ^{–α} cos(2π ℓ φ) Gravitational-wave echo frequencies fₙ = f₀ φ⁻ⁿ </p><p dir="ltr">We develop a unified field framework, the Cykloid-Adelic Recursive Expansive Field Equation (CARE), which scaffolds stratified geometric manifolds with adelic number-theoretic dynamics via recursive cycloidal parameter spaces. ...”

<b>Axiom-Based AGI: A Quantum-Error-Corrected Architecture with Temporal Shard Memory</b> di Lakshit Mathur (20894549)

“...</p><p dir="ltr">Central contributions include:</p><ol><li><b>Temporal Shard Memory (TSM)</b> – A distributed memory substrate that stores cognitive states as multiple complementary shards (sensory, semantic, affective, contextual, decision, and parity)....”

Ablation studies and performance evaluation under varying training conditions. di Fatemeh Keikha (20917848)

Source data manuscript. di Tine Struyve (22683295)

“...Little is known about the dynamics of the proviral integration site landscape and inducibility of the viral reservoir in early-treated individuals. ...”

GRT-INSPIRED Baseline data di David Everatt (22652725)

“...All data are harmonised and contributed to the national <b>SAPRIN</b> longitudinal database....”

A Low-Cost Strategy to Connect Desert Oasis and Enable Controlled Water Transport / Estrategia de Bajo Costo para Conectar Oasis y Transportar Agua en Zonas Desérticas di Ricardo Riveros (22484566)

“...</li><li>Reinforced modules may withstand lateral pressures from surrounding sand and occasional dynamic loads if shallow.</li></ul><h3><b>3.2 Permeability and Durability</b></h3><ul><li>Soil-cement significantly reduces hydraulic conductivity (10⁻⁶–10⁻⁷ m/s)....”

<b>Artical Figures and Data (VHF)</b> di Chaoliang Li (20382864)

“...These processes contribute significantly to moving heat in the upper ocean, sometimes exceeding the influence of mesoscale eddies. ...”

Observed decoupling of vegetation greenness and productivity despite regional coupling patterns across the Tibetan Plateau di Jinxia Lv (18514838)

“...However, the dynamics in the coupling relationship between vegetation greenness and productivity remain poorly understood. ...”

Mantle magmatism in the Tarim large igneous province and southwestern Central Asian Orogenic Belt triggered by deeply subducted slabs di Baoyun Chen (22688013)

“...We propose that the Tarim plume is a thermochemical mantle plume fuelled by these subduction-derived materials, directly connecting Permian mantle dynamics to early Palaeozoic SPAO closure.</p>...”

Table 1_Agricultural sustainability in the European Union: a review of concepts, policies and economic perspectives.docx di Ioan Prigoreanu (22687250)

“...Finally, a bibliometric assessment mapped publication dynamics and emerging research themes, allowing for the triangulation of results across methodological dimensions....”

Data Sheet 2_Green governance and institutional resilience: strengthening environmental policies for a low-carbon economy in mangrove ecosystems.pdf di Mimin Sundari Nasution (22687589)

“...Institutional resilience emerges as a critical linkage factor, reflecting its dual function in both shaping and being shaped by governance dynamics.</p>Discussion<p>The study offers theoretical, methodological, and practical contributions. ...”

Data Sheet 1_Green governance and institutional resilience: strengthening environmental policies for a low-carbon economy in mangrove ecosystems.pdf di Mimin Sundari Nasution (22687589)

“...Institutional resilience emerges as a critical linkage factor, reflecting its dual function in both shaping and being shaped by governance dynamics.</p>Discussion<p>The study offers theoretical, methodological, and practical contributions. ...”

Unveiling ZIF‑8 Nucleation Mechanisms through Molecular Simulation: Role of Temperature, Solvent, and Reactant Concentration di Sahar Andarzi Gargari (22675844)

“...A deeper understanding of how synthesis conditions determine the obtained material is crucial to optimize the use of resources when synthesizing new MOFs. In this contribution, we study the impact of changing concentration, solvent and temperature on the molecular level mechanisms of the solvothermal nucleation process of ZIF-8 relying on molecular dynamics simulations using a force field that incorporates metal–ligand reactivity. ...”

Unveiling ZIF‑8 Nucleation Mechanisms through Molecular Simulation: Role of Temperature, Solvent, and Reactant Concentration di Sahar Andarzi Gargari (22675844)

“...A deeper understanding of how synthesis conditions determine the obtained material is crucial to optimize the use of resources when synthesizing new MOFs. In this contribution, we study the impact of changing concentration, solvent and temperature on the molecular level mechanisms of the solvothermal nucleation process of ZIF-8 relying on molecular dynamics simulations using a force field that incorporates metal–ligand reactivity. ...”

Table 1_Factors influencing net ecosystem carbon change in cold-temperate coniferous forests of the Da Xing’an Mountains: analysis across developmental stages based on stand, struc... di Zirui Wang (8783819)

“...Stand age, shaped by population dynamics, disturbance regimes, and management practices, significantly influences the global carbon cycle. ...”

Airborne Spread of SARS-CoV-2 Between Rooms in a Sealed, Mechanically Ventilated Ward: Evidence from a Hospital Outbreak Investigation di Yo Ishigaki (11052900)

“...Architectural elements such as privacy curtains further contribute to airflow stagnation and uneven aerosol removal. ...”