Research works

Structural guidance enhances attention networks for multi-dimensional facial skin quality assessment

Accurate assessment of facial skin condition is essential for both dermatological diagnostics and the development of personalized skincare solutions. However, existing image-based methods are insufficiently sensitive to fine-scale variations and are easily affected by illuminatio...

Chronic neglected patellar tendon rupture following a war-related knee injury: a case report

Abstract Chronic patellar tendon rupture is a rare and disabling injury that disrupts the knee extensor mechanism and is challenging to treat when diagnosis is delayed, particularly after high-energy or war-related trauma. We report the case of a 35-year-old female who presented...

Logic as Reactance: Truth-Judgment as Substrate Mechanics, and Why 'Merely Statistical' Fails to Distinguish Minds from Models

Feed a fine-tuned language model an input that contradicts what it has just learned and its log-probability collapses at the first content-token, a sharp cliff-event rather than a smooth shading-off. This philosophy-of-AI position paper argues that judging something true or false...

Observation of field-odd and field-free superconducting diode effects in $\mathrm{Mo}_{2}\mathrm{C}$ nanoflakes

Abstract The superconducting diode effect (SDE) enables nonreciprocal supercurrent flow, holding immense potential for ultra-low-power quantum electronics. Intrinsic SDE typically requires materials with inherent symmetry breakings. Here, we report the discovery of SDE in chemica...

Evaluation of a Novel Isothermal Microcalorimetry-Based Sterility Test

Abstract Parenteral drugs must meet strict release criteria to ensure patient safety upon administration. Sterility is a critical requirement, and is typically assessed using the compendial U.S. Pharmacopoeia (USP) <71> sterility test. However, with the growing demand to reduce b...

Current policies and practices for testing and treatment of chronic hepatitis B and C infection in high-burden countries in the WHO European region

Abstract Chronic hepatitis B and hepatitis C remain major public health concerns in the WHO European Region, where an estimated 10.6 million people were living with HBV infection and 7.7 million with HCV infection in 2022. Despite this substantial burden, diagnosis and treatment...

More on pre-inflationary non Gaussianities

Abstract I generalize the three-point amplitude of curvature perturbations in the climbing scenario inspired by ten-dimensional non-supersymmetric strings to a broader class of exponential potentials, under some assumptions on the smoothing effects of String Theory that favor a b...

Dynamic Rank Adjustment for Accurate and Efficient Neural Network Training

저랭크 학습(Low-rank training)은 효율적인 심층 학습을 위한 핵심 전략임에도 불구하고, 모델의 표현력을 영구적으로 제약하고 ‘랭크 붕괴(Rank Collapse)’를 가속화한다는 근본적인 한계를 내포한다. 본 논문에서는 이를 해결하기 위해 동적 랭크 학습(Dynamic-rank training) 프레임워크를 제안한...

Normal forms of elliptic automorphic Lie algebras and Landau–Lifshitz type of equations

Abstract We present normal forms of elliptic automorphic Lie algebras with dihedral symmetry of order 4, which arise naturally in the context of Landau–Lifshitz type of equations. These normal forms provide a transparent description and allow a classification of such Lie algebras...

Cut them some slack: Examining the effects of slack resources on the hospital workforce

BACKGROUND: Resource and capacity constraints can hamper the functioning of health care organizations and adversely affect the workforce, particularly during a shock. To mitigate the workforce crisis and enhance the ability to deal with shocks, slack resources (surplus resources...

Exploring the photosensitizing properties of lignin to enhance LPMO activity in enzymatic cocktails.

info:eu-repo/semantics/inPress

Enhanced Extraction Practice of Natural Dyes for the Sustainable Textile Industry

Efficient extraction solutions for both natural and synthetic dyes are of great interest due to the growing demandfor environmentally sustainable textile processing. The main contemporary dye extraction methods, such assolid-phase extraction (SPE), surfactant-mediated extraction,...

Enhanced Extraction Practice of Natural Dyes for the Sustainable Textile Industry

Efficient extraction solutions for both natural and synthetic dyes are of great interest due to the growing demandfor environmentally sustainable textile processing. The main contemporary dye extraction methods, such assolid-phase extraction (SPE), surfactant-mediated extraction,...

PREDICTING NIGERIA'S ECONOMIC GROWTH THROUGH TIME SERIES ANALYSIS: A 1960–2015 STUDY

This study focuses on forecasting Nigeria’s gross domestic product (GDP) using time series analysis for the period 1960–2015. Economic growth remains a central objective for governments, with GDP serving as a key indicator of national economic performance. Accurate forecasting of...

PREDICTING NIGERIA'S ECONOMIC GROWTH THROUGH TIME SERIES ANALYSIS: A 1960–2015 STUDY

This study focuses on forecasting Nigeria’s gross domestic product (GDP) using time series analysis for the period 1960–2015. Economic growth remains a central objective for governments, with GDP serving as a key indicator of national economic performance. Accurate forecasting of...

A Retraction Log: What Broke While Measuring Small Language Models on One Home PC

Across five days of measurement on a single consumer GPU — 2026-08-20 to 2026-08-24 — twenty-two claims I had written down were retracted. I kept the retractions in a fixed schema at the moment each one died, including a field that cannot be reconstructed afterwards: why it looke...

Spatial-FWP Mamba - a dual-memory architecture for spatial sequence tasks.

Spatial-FWP Mamba is a dual-memory architecture for spatial sequence tasks. Mamba maintains temporal context, such as recent events and task progress, while Spatial-FWP maintains spatial context associated with previously visited locations. The two memory streams are updated inde...

KAILASH. THE CENTER OF THE WORLD THAT NEVER WAS

If there was a single coordinate system on the planet — was there a single civilization? One mountain. Four religions. Fifty-six of the greatest monuments — Stonehenge, the pyramids of Giza, Machu Picchu, Easter Island, Göbekli Tepe. One coordinate system? We invite you to walk t...

The Kernel Deficit Dominates Twice the Hull Deficit

For a simple polygon F in the plane, the kernel K(F) is the set of points that see all of F, and the convex hull C(F) measures how far F is from being convex. We prove that the two associated losses are linked by a sharp factor of two: area(F)(area(F) − area(K)) ≥ 2·area(K)(area(...

Voltage‐Driven Non‐Volatile Interconversion Between Giant Single‐Domain and Multidomain Magnetic States in a Multiferroic Heterostructure

ABSTRACT Voltage control of magnetic states in multiferroic heterostructures represents a promising route toward voltage‐programmable magnetic devices. However, it remains challenging to achieve deterministic and non‐volatile electrical control of well‐defined magnetic states wit...