Research works

The Convective Switch: Unveiling Alpine Landslide Triggers via High-Resolution Topography and Deep Learning

These scripts represent the core methodology for data extraction, sampling, and the dual-branch neural network training. Paths and credentials have been generalized for security and reproducibility.

Meta-Para-Ontology: The Architecture of Reality Across Four Ontological Registers

What are the structural conditions under which any ontology becomes possible? Contemporary philosophy has produced a remarkable diversity of metaphysical systems, yet the principles governing their formation, comparison, and mutual intelligibility remain largely unexplored. Meta-...

Longitudinal changes in gut microbiota across reproductive states in wild baboons

Background: In humans and other mammals, female reproduction is linked to extensive changes in physiology, immunity, hormones, and behavior. These changes likely shape, and may be shaped by, the composition of gut microbial communities. Characterizing the dynamics of gut microbia...

Building sets, Chow rings, and their Hilbert series

Abstract We establish formulas for the Hilbert series of the Chow ring of a polymatroid using arbitrary building sets. For braid matroids and minimal building sets, our results produce new formulas for the Poincaré polynomial of the moduli space $$\overline{\mathcal {M}}_{0,n+1}$...

High-performance AlN/β-Ga2O3 MOSHEMT biosensor: next-generation biomolecular sensing

An AlN/β-Ga 2 O 3 MOSHEMT-based device with a cavity on the drain side beneath the gate to detect neutral and charged biomolecules is presented. The β-Ga 2 O 3 material is well suited for forming a heterostructure with AlN owing to its excellent lattice match, which leads to a lo...

Impact of data quality on deep learning prediction of spatial transcriptomics from histology images

Abstract Background Spatial transcriptomic technologies enable high-throughput quantification of gene expression at specific locations across tissue sections, facilitating insights into the spatial organization of biological processes. However, high costs associated with these te...

Prenatal therapies to improve outcomes in gastroschisis: a systematic scoping review protocol

INTRODUCTION: Gastroschisis is a congenital birth defect with a rising incidence. The herniation of intestines into the amniotic cavity leads to prenatal bowel injury, which contributes to significant postnatal morbidity and mortality. Current management focuses on postnatal inte...

Pedagogy in the speech-gesture couplings of caregivers: Evidence from a corpus-based analysis

In face-to-face communication, representational gestures-imagistically evoking properties of referents-support both language comprehension and development. In adult-adult interaction, representational gestures are systematically produced before the words they are semantically rel...

The role of policies and regulations in promoting climate-friendly construction practices in New Zealand

Purpose This study aims to examine the role of policies and regulations in promoting climate-friendly construction practices in New Zealand, where the building sector contributes approximately 22% of national energy consumption and 20% of greenhouse gas emissions. This study eval...

CAA-X 2.0 (V9): Structural Completeness for Socially-Embedded Agency via Dual Aspect Surprise Minimization

This repository contains V9 of the CAA-X (Cognitive Atom Architecture eXtension) research program, subtitled "CAA-X 2.0: Structural Completeness for Socially-Embedded Agency via Dual Aspect Surprise Minimization." V9 represents a major architectural revision of the CAA-X framewor...

Frame-QL: An Introduction

Frame-QL is a query language for declaring a governed analytical result. The requester names theanalytical objects to be returned, declares the anchor at which the result frame should exist, and statesthe conditions that shape it. The requester does not prescribe the relational o...

A Pre-Registered Fine-Structure Boundary from a Monitored Wilson-Endpoint Response: alpha^-1(0) = 137.0359991069051, Registered Mid-Fork

Addendum, 11 August 2026 (version 2). This version corrects the registered acceptance number from 137.035999106904 to 137.0359991069051. The change is numerics, not physics: the original value came from a Richardson extrapolation that fitted 1/N² to a sequence converging as 1/N⁴,...

The Stefan–Boltzmann Constant as a Photon-Throughput Theorem of Artian Geometry and Phase Topology

Where the blackbody coefficient gets each of its factors The photon mode measure is fixed by two transverse rails, the isotropic direction sphere, and three phase-closure cycles: \[ \frac{dN}{V} =2\,\frac{4\pi k^2dk}{(2\pi)^3} =\frac{\omega^2d\omega}{\pi^2c^3}. \] The source meas...

Retrospective Validation of a Tissue-Preserving Breast Augmentation Approach: From Native Tissue Geometry to Surgical Practice.

BACKGROUND: Breast augmentation has traditionally focused on implant volume and pocket selection, often overlooking the variability of native breast anatomy. OBJECTIVES: Breast tissue preservation (BTP) emphasizes preservation of fascial planes and tissue integrity, enabling prep...

MRI Tract‐Based Quantitative Susceptibility Mapping of Limbic White Matter Alterations in Preeclampsia

BACKGROUND: Preeclampsia is associated with long-term cerebrovascular and cognitive risk, but tract-level white matter (WM) involvement remains incompletely characterized. PURPOSE: To investigate whether preeclampsia is associated with tract-level WM susceptibility alterations on...

Aphasia treatment research: a decision-making tool to guide the design of phased trials from the Collaboration of Aphasia Trialists (CATs) trials for aphasia panel

Background Systematic reviews of randomised controlled trials with meta-analyses indicate that speech and language therapy for aphasia after stroke is effective in improving communication. However, high-quality evidence to identify an intervention’s target population (who), regim...

Minimally Invasive, Tissue-Preserving Breast Augmentation: Insights From a Large Case Series, Technique and Surgical Pearls.

BACKGROUND: Breast augmentation rates have remained relatively stagnant due to ongoing concerns regarding implant safety, fear of an oversized aesthetic, and trepidation surrounding general anesthesia. Advances in understanding breast anatomy have enabled innovative techniques th...

Modeling technological enablers of sustainability integration in retail services: an ISM–DEMATEL approach

Purpose As retail undergoes digital transformation, the integration of emerging technologies offers new opportunities for delivering services sustainably. This study aims to identify and map the key technological enablers shaping sustainability in retail services. Design/methodol...

Real-World Experience of Hepatitis C Treatment With Glecaprevir-Pibrentasvir During Pregnancy.

Guidelines endorse antenatal hepatitis C virus treatment following shared decision making. No clinical trial or real-world data exist for glecaprevir-pibrentasvir (GLE/PIB). We report our experience with prenatal GLE/PIB in 14 patients. Ten patients completed treatment; all achie...

Anatomical Basis of a Posterior Intralamellar Plane in Breast Tissue-Preservation Surgery.

Breast tissue-preservation surgery relies on the identification of anatomical dissection planes that allow surgical access while minimizing disruption of glandular and fascial structures. Although a plane between the mammary gland and the pectoralis major fascia is increasingly u...