Shenzhen Polytechnic University

Diagnosing Unconditional Migration in the Snow Ablation Optimizer Through Controlled Retention Strategies

The Snow Ablation Optimizer (SAO) uses ranked solutions to generate candidates but accepts every evaluated candidate, even when it degrades its source state. We examined whether this unconditional migration rule created a systematic risk for the individuals that contributed most...

Bioinspired Self-Floating Hydrogel-Coated Foam for Synergistic Solar Power Generation and Desalination

Abstract Interfacial solar-driven evaporation provides a sustainable route for freshwater generation, but practical implementation remains limited by salt accumulation, insufficient understanding of water/ion transport, and inefficient utilization of the evaporated vapor. Herein,...

Aryl‐Tethered Pendant Sterically Shielded Imidazoliums for Durable Anion Exchange Membranes

ABSTRACT Conventional quaternary‐ammonium‐based anion‐exchange membranes (AEMs) with insufficient alkaline stability limit the durability of AEM water electrolyzers (AEMWEs). Here we report novel poly(arylimidazolium) membranes (QAI‐x) that overcome this barrier through an aryl‐t...

Integrating multimodal data through a data-driven ensemble model for optimizing forest height estimation

Accurate forest-height estimation is essential for ecological monitoring and forest management. This study applies an adaptive stacking-based fusion framework that screens combinations of out-of-fold predictions from three regression models and three existing canopy-height produc...

Electrically Programmable Polarization‐Resolved Photodetector Platform for Filterless Computational Spectroscopy and Imaging

ABSTRACT Conventional spectrometers and polarization‐resolved imagers rely on dispersive optics or filter stacks, significantly limiting their miniaturization and system integration. Herein, a compact perovskite/organic blazed‐grating photodetector that functions as a bias‐encode...

Tunable graphene-integrated metasurface biosensor with hybrid plasmonic-2D material coupling for dual cancer detection in terahertz regime

Abstract This study presents a vertically integrated terahertz metasurface biosensor that combines graphene with transition metal dichalcogenides for breast and colorectal cancer detection based on refractive index sensing. The resonant region uses a clustered cross geometry comp...

Do high-impact scholars exhibit greater knowledge innovation and flash ideas?

Purpose Knowledge innovation manifests through the emergence of new keyword nodes or relational ties within co-word networks. Such structural changes enable individual scholars to perceive the field’s evolving knowledge architecture and support research teams in tracking innovati...

The domain-specific bias in creativity evaluation: human evaluators favor human-created art, but prefer AI outputs for divergent thinking

Abstract How do humans perceive and evaluate creativity when it is attributed to artificial intelligence (AI)? This research examined how labeling a source as “AI” versus “human” systematically biases creativity evaluations across different domains. In experiment 1 (painting and...

Chemodivergent Synthesis of Indole Derivatives: [2 + 3]-Annulation of Oxindole-Derived MBH Carbonates with α-Enolic Dithioesters and Subsequent Branching Transformations

Abstract A chemodivergent synthetic strategy for constructing a series of structurally diverse indole derivatives has been developed, utilizing oxindole-derived Morita-Baylis-Hillman (MBH) carbonates and α-enolic dithioesters as key building blocks. By leveraging the unique react...

scLDM: a conditional diffusion framework for single-cell perturbation prediction

Abstract Motivation Accurate prediction of single-cell responses to external stimuli is pivotal for deciphering gene regulatory mechanisms and accelerating data-driven drug discovery. However, effectively capturing the complex, non-linear mapping between intrinsic cell states and...

Edged Donor–Acceptor Engineering in Conjugated Organic Polymers for Cocatalyst‐Free Photocatalytic H 2 Evolution

ABSTRACT Photocatalytic hydrogen (H 2 ) production systems still heavily rely on noble metal‐based cocatalysts to lower the reaction energy barrier and capture electrons for proton reduction. But the adoption of metal during photocatalysis could significantly increase the cost an...

Microgrid energy management optimization using PPO with curriculum learning trained in virtual simulation environment

Abstract Microgrid energy management systems (EMS) require real-time, economically optimal, and safe dispatch strategies under high renewable uncertainty. While Deep Reinforcement Learning (DRL) offers promising online decision-making capabilities, standard DRL algorithms struggl...

HD-AIP: A Heterogeneous Dual-Stream Alignment-Free Framework for Anti-Inflammatory Peptide Prediction Based on Language Models and CT-Net.

MOTIVATION: Anti-inflammatory peptides (AIPs) show therapeutic potential for treating chronic and autoimmune diseases. Computational screening of these peptides remains challenging because their typically short sequences limit traditional feature extraction effectiveness, while h...

IQFormerLite: a hardware-efficient framework for real-time automatic modulation recognition on edge NPUs

Purpose This paper aims to address the deployment gap between recent automatic modulation recognition (AMR) models and real-time edge neural processing unit (NPU) inference, where parameter redundancy, hardware-incompatible operators and costly fixed frequency-domain preprocessin...

Mechanistic analysis of silver leaching from c-Si solar cells using an acetamide-based deep eutectic solvent

An efficient medium for silver (Ag) recovery from end-of-life crystalline silicon (c-Si) solar cells should combine strong Ag reactivity with limited co-extraction of non-target metals and good reusability. In this study, an acetamide-based deep eutectic solvent (DES) composed of...

Dynamic adaptive fusion and adversarial alignment model for robust multimodal affective perception in industrial IoT social robots

To achieve natural and robust human–robot interaction, social robots are increasingly serving as key platforms for perception and interaction in smart application scenarios driven by the Industrial Internet of Things (IIoT), such as collaborative smart manufacturing environments,...

Phytochemical Molecular Engineering Reconfiguring Solvation Chemistry and Interfacial Energy for Highly Reversible and Long‐Lifespan Zn‐Ion Batteries

ABSTRACT Severe hydrogen evolution, sluggish desolvation kinetics, and chaotic dendritic growth severely impede the commercialization of aqueous zinc‐ion batteries. Herein, a sustainable phytochemical molecular engineering strategy is proposed by introducing a natural chenpi extr...

Digital Twin-Assisted Beamforming for Millimeter Wave Massive MIMO

Millimeter wave (mmWave) Massive MIMO is a cornerstone technology for sixth-generation (6G) wireless networks, providing the directional gain necessary to overcome high path loss. However, the acquisition of high-fidelity Channel State Information (CSI) and the associated beamfor...

Determinants of donation intentions on second-hand trading platforms: the roles of psychological ownership, empathy and product layout

Purpose While loss aversion has long served as the dominant explanation for the endowment effect, a growing body of research proposes that ownership fosters a cognitive and affective linkage between the object and the self, often termed the “possession-self connection,” thereby e...

Aromatic Heterocycle Ligands for Perovskite Photovoltaics: Balancing Defect Passivation and Heterostructure Formation

ABSTRACT Inverted perovskite solar cells (PSCs) possess great potential for improving efficiency and operating stability, but parasitic charge recombination at the interfaces still limits their performance. As additives and surface treatment agents, ammonium ligands have been rep...