Research works

Adaptive AI Governance Framework in the Territorial Context of a University Business Incubator: PRE–POST Perception Evidence, Stakeholder Heterogeneity, and Provisional Routing Rules

Artificial intelligence (AI) is spreading across educational, productive, and institutional settings, creating a need for governance approaches that can adapt to heterogeneous stakeholders. This study proposes an adaptive AI governance framework for the territorial context of a u...

Twisted Rings and Twisted Signals: The Sector Calculus of Rotational Twists

A twist can live in a signal or in a ring. A twisted signal returns after one period multiplied by a fixed phase. A twisted ring is a solid ring whose transported frame returns turned by an angle. This article shows that the two are one structure. On the flat model of the ring, t...

Reprogramming tumor cells with LCOR mRNA nanotherapy to enhance immunotherapy

Transcription factors (TFs) are often considered undruggable due to their structural complexity. mRNA technologies can overcome this therapeutic limitation by enabling dynamic protein replacement therapies. Here, we explore the TF activity of LCOR (Ligand‐dependent corepressor),...

Effect of a Mentored Virtual Research Fellowship on Research Competencies and Activities of Nurses

Background: Nurses should lead research activities to improve patient care, especially in Magnet ® -designated hospitals. One organization used a 6-month virtual mentored registered nurse research fellowship to overcome participation barriers. Method: Nurses across 24 hospitals i...

Structure–Property Relationships of PAM/CMC-Based Semi-IPN Hydrogels: Influence of APS/ANI Ratio on Swelling, Electrical, Thermal, and Morphological Properties

Abstract In this work, semi-interpenetrating network (semi-IPN) hydrogels based on polyacrylamide (PAM)/CMC matrices incorporating polyaniline (PANI) were synthesized to investigate the influence of the ammonium persulfate/aniline (APS/ANI) ratio on structure–property relationshi...

Proteomics insight into phosphate limitation response in Burkholderia phytopathogens

Inorganic phosphate (Pi) limitation is a pervasive environmental constraint that shapes microbial behaviour in soil and plant-associated niches. To determine how Pi scarcity influences the pathogenic potential of rice-infecting Burkholderia species, we performed comparative prote...

IIGF-Net: An interpretability-driven intensity-geometry fusion framework for shield tunnel leakage segmentation in 3D point clouds

Automated leakage detection from MLS-acquired 3D point clouds is essential for the preventive maintenance of shield tunnels. However, existing deep learning methods must reconcile the use of physically grounded handcrafted descriptors with the opaque representations learned by hi...

Elevated prenatal IL-6 levels disrupt early patterns of hippocampal electrical activity and chloride homeostasis by targeting GABAergic signaling at perinatal stage

Abstract Early patterns of neuronal electrical activity are fundamental for driving critical developmental processes, including neuronal maturation and synapse formation. While genetic programs are key in orchestrating these events, the influence of environmental stressors remain...

A sliding mode control strategy for chaos suppression in power systems of arbitrary dimensions

Power systems are prone to chaotic oscillations. Conventional sliding-mode controllers are tightly coupled with system dimensions, and the control law needs to be redesigned once the system order changes. This paper proposes a recursive sliding-mode control method independent of...

Evolving Roles in Decision-Making About Human Papillomavirus Vaccination Among Middle School Girls in Yinzhou of Ningbo, Eastern China: A Qualitative Study With a Focus on the Educational Sector as an Influential Player

Human papillomavirus (HPV) vaccination is endorsed by the World Health Organization for cervical cancer prevention, but it is not part of China’s national immunization program. This study explores the roles of various key interest holders in HPV vaccination decisions, focusing on...

Multi-omics insights into linalool-mediated modulation of microbial metabolism during cigar tobacco solid-state fermentation

Mold contamination in solid-state fermentation (SSF) severely compromises product stability and safety, leading to spoilage and off-flavor formation. Although synthetic preservatives are used, they often induce ecological instability and residual risks, prompting a shift toward n...

Bioreactor Optimisation Through Coupled Fluid–Structure Interaction and Data-Driven Analysis: A Biomimetic Framework for Predicting Early Cell Attachment

Early cell attachment sets the baseline for proliferation, matrix deposition and construct maturation in tissue engineering, yet conventional bioreactors deliver simplified, quasi-static stimuli that poorly represent the multi-axial mechanical environment of native tissue. Here w...

Hardware-in-the-loop validation of an MPC architecture for real-time equilibrium control of tokamak plasmas at RFX-mod2

This work deals with the real-time implementation of an equilibrium control system based on Model Predictive Control (MPC) for tokamak plasma operation at RFX-mod2. Such an architecture has been shown to address the challenging asymmetric constraints imposed by the one-quadrant p...

When Reasoning Leaves the Transcript

In Hybrid Reasoning Agents, Jiaru Zou, Yunzhe Qi, Sirui Chen, Federico Bianchi, Shang Zhu, Pan Lu, Jingrui He, and James Zou describe agents that combine text-based interaction with internal computation in continuous representations. This separation raises an engineering question...

A Hybrid Coarse-Fine Mesh Generation Method for Hull Structures Based on Precise Geometric Models

Finite element analysis is essential for ship structural design because it enables accurate assessment of structural strength, fatigue, and vibration performance. However, mesh generation for large-scale hull structures remains challenging due to the trade-off between computation...

Geometry vs Binary: AI/Binary Failures — neural network fails to solve geometric puzzle 202 — E8 Intelligence Research

## Binary Failure → Geometry Solution **Analysis of Findings:** **1. AI's Geometry Problem: Geometric Deep Learning** - **Where binary/statistical fails:** CNNs and transformers are architecturally blind to *non-Euclidean structure*. A CNN's fixed grid kernel cannot represent rot...

The volume-determinant inequality for Turk's head links

I prove the volume–determinant inequality for Turk's head links with p ≥ 3 strands and q ≥ 2 repetitions, including links with several components. The proof compares a geometric upper bound for volume with an analytic lower bound for the determinant. The diagram's periodic rotati...

Cardiovascular Manifestations of Cystic Fibrosis

Cystic fibrosis (CF) has undergone a remarkable transformation from a fatal childhood disease to a chronic adult condition, with a median predicted survival now exceeding 50 years following the introduction of highly effective CFTR modulator therapy (HEMT). This demographic shift...

Multidecadal Changes in Atmospheric Dryness Over East Asia Dominated by Internal Climate Variability

Abstract Summer near‐surface vapor pressure deficit (VPD), a key measure of atmospheric dryness, has increased markedly across East Asia since 1980, yet the relative roles of external forcing and internal variability (IV) in its multidecadal changes remain unclear. Here we show t...

Operational Supply Readiness in Critical Industrial Procurement: A Sequential Admissibility Framework for Feasibility, Timing, and Economic Selection

Critical industrial procurement decisions frequently involve criteria that differ not only in importance but also in decision function. Technical compatibility, source capability, mandatory compliance, logistics executability, timing, and economic attractiveness cannot always be...