Pseudocapacitive Storage in High-Performance Flexible Batteries and Supercapacitors by Zhenxiao Lu, Xiaochuan Ren

“…The pseudocapacitive storage mechanism generally occurs on the surface or near the surface of the electrode materials, which could avoid the slow ion diffusion process. Developing materials with beneficial nanostructures and optimized phases supporting pseudocapacitive storage would efficiently improve the energy density and charging rate for EES devices, such as batteries and flexible supercapacitors. …”
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Fast and Robust Image Encryption Scheme Based on Quantum Logistic Map and Hyperchaotic System by Nehal Abd El-Salam Mohamed, Aliaa Youssif, Hala Abdel-Galil El-Sayed

“…Its output value is used to yield initial conditions and parameters of the proposed image encryption scheme. Next, it diffuses the plain image by the random sequences generated by 3D hyperchaotic system, and the diffusion process is realized by implementing XOR operation. …”
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DMformer: a transformer with denoising and multi-modal data fusion for enhancing BEV perception by Xuefeng Bao, Feng Liu, Yunli Chen, Yong Li, Rui Tian

“…This study introduces DMFormer, an innovative multi-modal BEV perception framework that employs Transformer architecture and a diffusion denoising model to tackle key challenges, including sensor noise, efficient fusion of multi-modal data, and modeling dynamic scenes. …”
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Cross-language dissemination of Chinese classical literature using multimodal deep learning and artificial intelligence by Yulan Bai, Songhua Lei

“…The proposed model innovatively integrates visual features generated by conditional diffusion models and leverages knowledge distillation techniques to achieve efficient transfer learning, fully exploiting the latent information in multilingual corpora. …”
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Microbiome One Health model for a healthy ecosystem by Antonietta Tomasulo, Barbara Simionati, Sonia Facchin

“…The attention on microbiome research and its translation to application deployment is escalating along with diffused hype. …”
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Iron and siRNA co-encapsulated ferritin nanocages induce ferroptosis synergistically for cancer therapy by Danni Liu, Yaoqi Wang, Qi Sun, Dong Mei, Xiaoling Wang, Yan Su, Jie Zhang, Ran Huo, Yang Tian, Siyu Liu, Shuang Zhang, Chunying Cui

“…Ferroptosis has received great attention as an iron-dependent programmed cell death for efficient cancer therapy. …”
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A novel YOLOv11-Driven deep learning algorithm for UAV multispectral oil spill detection in Inland lakes by Yu Zhang, Jian Xing, Weida Chen, Haitao Wang, Bingyu Shi, Yang Song, Xiaoou Huang, Zihan Jiang

“…Our model integrates the self-developed ADHF module—which fuses multi-scale features using an adaptive diffusion-based hierarchical feature aggregation strategy—with the SimAM attention module to enhance key feature extraction. …”
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Recent Advances in Preparation, Modification, and Application of Free-Standing and Flow-Through Anodic TiO₂ Nanotube Membranes by Ewelina Szaniawska-Białas, Anna Brudzisz, Amara Nasir, Ewa Wierzbicka

“…The well-organized TiO₂ nanotubes can be efficiently and cost-effectively produced through anodizing, while further utility of this material can be achieved by creating detached and flow-through membranes. …”
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Enhanced Yolov8 network with Extended Kalman Filter for wildlife detection and tracking in complex environments by Langkun Jiang, Li Wu

“…Initially, the Stable Diffusion model augments the dataset, establishing a basis for training data. …”
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Advancing biomass valorization with zeolite catalysts: Focus on oxidative transformations by Foteini Zormpa, Philipp Treu, Erisa Saraçi

“…We examine the critical features of zeolites -such as porosity, acidity, and metal incorporation- that influence their catalytic performance, especially in terms of selectivity and diffusion limitations. Special attention is given to the oxidative conversion of bio-derived molecules like glucose, HMF and fatty acids into bio-derived acids and epoxides through sustainable, ''green'' routes. …”
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Efficacy of music therapy as a non-pharmacological measure to support alzheimer's disease patients: a systematic review by Jia Wang, Cong Liu, Ying Dai, Can Mei, Guiping Wang, Yong Wang, Tao Huang, Jianbo Zhan, Jing Cheng

“…Apart from curative pharmacological therapies, music therapy (MT) has been diffusely used as an efficient and economical non-pharmacological treatment for AD patients in recent years. …”
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Fractal-Based Thermal Conductivity Prediction Modeling for Closed Mesoporous Polymer Gels by Haiyan Yu, Mingdong Li, Ning Guo, Anqi Chen, Haochun Zhang, Mu Du

“…The closed mesoporous polymer gels have garnered significant attention as advanced thermal insulation materials due to their superior lightweight characteristics and excellent thermal management capabilities. …”
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Nanomaterials for Persistent Organic Pollutants Decontamination in Water: Mechanisms, Challenges, and Future Perspectives by Risky Ayu Kristanti, Tony Hadibarata, Adelina-Gabriela Niculescu, Dan Eduard Mihaiescu, Alexandru Mihai Grumezescu

“…Their high surface area, tunable functionality, and strong adsorption capabilities have attracted significant attention. In this context, this paper reviews the mechanisms of nanomaterial-based POP decontamination, also providing a critical overview of the limitations and challenges in applying these methods. …”
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Recent Advances in Deep Learning-Based Spatiotemporal Fusion Methods for Remote Sensing Images by Zilong Lian, Yulin Zhan, Wenhao Zhang, Zhangjie Wang, Wenbo Liu, Xuhan Huang

“…With the development of computer science, deep learning models, such as convolutional neural networks (CNNs), generative adversarial networks (GANs), Transformers, and diffusion models, have recently been introduced into the field of spatiotemporal fusion, resulting in efficient and accurate algorithms. …”
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LoRA Fusion: Enhancing Image Generation by Dooho Choi, Jeonghyeon Im, Yunsick Sung

“…Recent advancements in low-rank adaptation (LoRA) have shown its effectiveness in fine-tuning diffusion models for generating images tailored to new downstream tasks. …”
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Study on the Effectiveness of Slow-Release Fertilizer Combining Maggot waste and Azospirillum brasilense on the Growth of Choy Sum (Brassica rapa var. parachinensis) by Alvin Bowen Wijaya, Achmad Fauzi Kusuma, Clive Nathan Pangestu, Vincenzio Jocelino, Verga Windi Akbar, Dego Yusa Ali

“…The development of Slow-Release Fertilizers (SRF) has garnered increasing attention due to their ability to control nutrient release. …”
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Electrocatalytic synthesis of pure H2O2 from crossover oxygen through a porous proton exchange membrane by Kazuma Enomoto, Takuya Okazaki, Kosuke Beppu, Fumiaki Amano

“…To enhance H2O2 FE, efficient collection of H2O2 from the catalyst surface using liquid water is necessary, but oxygen diffusion becomes a limiting factor in aqueous-immersed systems. …”
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Development and Characterization of a Functional Smart PVA/NC/PCL Nano-biocomposite Using E. Coli Phage: Insights into Physicochemical Properties and Antimicrobial Activity by Malahat Safavi, Reza Rezaei Mokarram, Mahmood Sowti Khiabani, Alireza Ostad Rahimi, Abolfazl Barzegar

“…Among these, electrospinning has gained attention for producing nanofibrous materials with high surface-to-volume ratios, enabling the efficient loading of active agents.In response to the growing concern over antibiotic-resistant bacteria, this study investigates the use of bacteriophages as an alternative antimicrobial agent. …”
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Biofabrication of ZnO nanoparticles using Acacia arabica leaf extract and their antibiofilm and antioxidant potential against foodborne pathogens. by Sumreen Hayat, Asma Ashraf, Muhammad Zubair, Bilal Aslam, Muhammad Hussnain Siddique, Mohsin Khurshid, Muhammad Saqalein, Arif Muhammad Khan, Ahmad Almatroudi, Zilursh Naeem, Saima Muzammil

“…Green nanoparticles have gained attention to be used as efficient therapeutic agents because of their safety and reliability. …”
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Ultrasound assisted-phytofabricated Fe3O4 NPs with antioxidant properties and antibacterial effects on growth, biofilm formation, and spreading ability of multidrug resistant bacte... by Mehran Alavi, Naser Karimi

“…Results showed efficient antiplanktonic and antibiofilm activities of biosynthesized Fe3O4 NPs with average diameter size of 83.4 nm. …”
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