Research works

TRIAD: Trans‑disciplinary Inference, Active Dynamics and Ontology (Version 6.1 — Public Monograph)

TRIAD 6.1 Monograph: A Formal Ontology of Coherence, Trauma Therapy, and Safe AI — with Open Empirical Foundations and a Closed Engineering Core Author: Valeriia Zaiats (Валерия Заяц) ORCID: 0009-0002-6891-9227 Licence: CC BY‑NC‑ND 4.0 Cryptographic Attestation of Priority: OpenT...

Grounds, Frames, and Standing: The Absorbable and Irreducible Classes of Human Intervention in Agentic Work

Who drives successful execution: the AI or the human? Binary attribution is not just reductive but also limited as an answer, because human intervention comes in different classes with varying degrees of absorbability. The split of AI-human contributions can remain stable while t...

The Crystalline Worldsheet: A String Theoretical Framework based on 𝔽₁ for the de Sitter observer problem

Holography and the Riemann hypothesis are missing the same kind of object. The pair correlation of the zeros of ζ follows GUE statistics; so does the boundary side of low-dimensional holography, where the bulk of JT gravity is recovered only as an average over an ensemble of theo...

How Far Can Multilingual Text Embeddings Be Trained From Scratch? A Compute-Efficient Study of Arabic, English, and Urdu

We investigate how much useful multilingual embedding capability can be obtained when the student encoder starts from random initialization, under a strict single-GPU compute budget. We present the mentee-embed series — three controlled experiments (v1–v3) using a 41M-parameter T...

Comfort versus Legitimacy? Student Perspectives on In-Course, Online, and AI-Mediated Assessment

This study examines how final-year undergraduate economics students evaluate contemporary assessment practices in a period of rapid digital change. Using survey data from a cohort of final-year undergraduate economics students at a UK university, it analyses perceptions of in-cou...

Compassion in Mental Health Nursing: A Scoping Review

Compassion is widely recognised as a core component of mental health nursing, yet its meaning and application within this specialty remain underexplored. This scoping review examined how compassion is conceptualised, experienced, and enacted in mental health nursing practice, and...

A Short-Interval Refinement of Brocard's Conjecture at Products of Consecutive Primes

Let $p < q$ be consecutive primes with $p \ge 3$. Brocard’s conjecture asserts that at least four primes lie between $p^2$ and $q^2$. We propose a more structured conjectural distribution of these primes by introducing the intermediate points $p(q - 1)$ and $pq$. Our principal co...

From Perception to Reasoning in Remote Sensing: A Survey and Outlook

With the rapid growth of remote sensing data and multimodal information, foundation models for Earth observation and vision–language geospatial reasoning models have become key drivers of intelligent remote sensing analysis. However, the specific roles and applications of reasoni...

Discovery of the Vacuum Density Constant and Its Relation to the Fine-Structure Constant

Starting from the pure geometric limit of diamond refractive index, this paper discovers that the physical vacuum itself possesses density and refractive index. The geometric extremum of a regular tetrahedron yields the refractive index of diamond relative to a zero-density refer...

The Journal of Open Source Software - An Introduction and Recent Changes

The Journal of Open Source Software (JOSS; https://joss.theoj.org) publishes concise peer-reviewed articles describing open source research software. The review process is open, iterative and includes evaluation of the software and its related attributes. The primary objectives a...

Replication package for: A Systematic Literature Review of Autoscaling Techniques for Stream Processing Systems

This dataset is the public replication package for the PRISMA 2020 systematic literature review “A Systematic Literature Review of Autoscaling Techniques for Stream Processing Systems” (2015–2025). It contains: - SLR_search_log_1.xlsx — frozen review protocol (7 July 2026), prima...

Circumventing Apple T2 Thunderbolt MMIO Restrictions: Enabling Large-BAR NVIDIA GPUs on Intel Macs via Resizable BAR Windowing

Intel-based Apple computers equipped with the Apple T2 security chip have been unable to operate modern discrete NVIDIA GPUs as external GPUs (eGPUs) under Linux, a long-standing limitation unresolved upstream (t2linux issue #189), affecting machines where kernel-level reallocati...

Concerns regarding recurrent fluorescence’s impact on smaller diffuse ISM aromatics

Abstract Recent research implied that recurrent fluorescence (RF) could bolster smaller aromatics against fragmentation in the diffuse ISM, yet that hypothesis is contested by timescales for unrelenting dissociative recombination (electrons), and unceasing dissociating photons. S...

三维复数中的黎曼ζ函数⼏何稳定性框架 基于诱导度规流形的归谬法证明Geometric Stability Framework for the Riemann Zeta Function in 3D Complex Numbers A Proof by Contradiction via Induced-Metric Manifolds

摘要 本⽂在实数域上的三维交换结合代数 T₃ 体系中,建⽴黎曼ζ函数的⼏何稳定性 框架,并通过场诱导黎曼度规的⽅法,给出黎曼猜想的完整归谬证明。 三维复数 T₃ 以 {1,e,i} 为基底,满⾜乘法公理 e²=1, i²=-1, ei=ie=0,⾃然诱导 符号差为 (+,-,+) 的 (2+1) 维闵可夫斯基背景度规。本⽂将标准黎曼ξ函数嵌⼊...

Influence of chemical activation on the strength and durability of lime–corn cob ash cement

The slow rate of strength gain and the relatively poor durability of lime–pozzolana binders limit their broader use in sustainable construction applications. This study examined how chemical activation influences the physicochemical characteristics, compressive strength, porosity...

Lost in translation: understanding of jargon used in clinic-patient correspondence

To establish the level of older adults’ understanding of medical jargon used in letters sent to patients from audiology departments after an audiology assessment appointment. Participants were asked to define commonly used audiology jargon terms via an online survey platform. The...

Ground states and periodic-to-localized convergence in two-dimensional saturable discrete nonlinear Schrödinger equations

We study a two-dimensional discrete nonlinear Schrödinger equation with saturable nonlinearity on the lattice Z2. Using a variational approach based on the Nehari manifold, we establish the existence of nontrivial periodic ground states on finite lattices and establish the existe...

Interventional Memory: A Pre-Registered Randomised Crossover Measuring Whether Agent Memory Changes Agent Behaviour

VERSION 1.12 (2026-08-26) — the amendment is descriptive, and it says so. This version adds AMENDMENT-v1.12.md, which does three things and refuses a fourth. It declares facts about the serving mechanism, the corpus and a pilot series; it retracts twenty-eight earlier claims, eac...

Efficient Quadrature Rules for Cauchy Principal Value Integrals with Highly Oscillatory Bessel Kernel

In this paper, we address the fast computation of highly oscillatory Bessel transforms involving algebraic-type singularities and Cauchy principal value integrals. By modifying the numerical steepest-descent method, we propose a new efficient quadrature rule. We first divide the...

Modular Periodicity of the Euler Up/Down Numbers at Odd Prime Powers

Let E_n denote the number of alternating permutations of {1,...,n}, equivalently characterized by Σ_{n≥0} E_n z^n/n! = sec z + tan z. For every q≥1, the sequence (E_n mod q)_{n≥0} is eventually periodic; let d(q) and s(q) denote its minimal eventual period and preperiod. For ever...