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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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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Accelerating Electrochemical Responses of Na4VMn(PO4)3 via Bulk‐Defects and Architecture Engineering for High‐Performance Sodium‐Ion Batteries by Jingwen Zhao, Bo Zou, Weitao Yan, Shijia Li, Wentao Wu, Wei‐Hua Wang, Shiyu Li, Ying Bai

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Enhanced Yolov8 network with Extended Kalman Filter for wildlife detection and tracking in complex environments by Langkun Jiang, Li Wu

“…Amid a growing global focus on ecological conservation and biodiversity monitoring, the efficient identification and tracking of wildlife are essential for environmental research, wildlife protection, and habitat management. …”
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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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Chitosan hydrogel containing tacrolimus-loaded nanoliposome for ocular drug delivery: Physicochemical analysis and stability evaluation by Parisa Hassansheikhi, Elham Ameri, Zahra Alimohammadi

“…Tacrolimus drug loading efficiency in liposomes (EPC100, EPC80, DPPC60, DPPC100) value (88.95-95-74%) was obtained for its entrapment in liposome core with passive loading strategy. …”
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Green synthesis and characterization of nano selenium using the extract of Phyllanthus emblica by S. Reema Sagitha, V. Aravindan, J. Suvetha Rani, M. Mahendran

“…The synthesized nanoparticles photocatalytic degradation efficiency was investigated using Methylene Blue (MB) Dye. …”
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Regulating Li electrodeposition by constructing Cu–Sn nanotube thin layer for reliable and robust anode‐free all‐solid‐state batteries by Jaeik Kim, Seungwoo Lee, Jeongheon Kim, Joonhyeok Park, Hyungjun Lee, Jiseok Kwon, Seho Sun, Junghyun Choi, Ungyu Paik, Taeseup Song

“…However, this system still faces challenges, such as poor Coulombic efficiency and short‐circuiting caused by Li dendrite growth. …”
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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

“…In addition, the practical application requires nanocomposites to enable efficient separation and mitigate agglomeration. Environmental concerns also arise from nanomaterials’ fate, transport, and potential toxicity, which may impact aquatic ecosystems and non-target organisms. …”
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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

“…Further research is needed to optimize SRF formulations for more effective and efficient application in agriculture.…”
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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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The digital interactive design of mirror painting under transformer based intelligent rendering methods by Chenye Zhang

“…The proposed model outperforms current mainstream methods in image quality, computational efficiency, and interactive experience, showing strong potential for practical applications.…”
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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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Smart green ports: a sustainable solution for the maritime industry in a changing climate by Mohamed Elhussieny

“…First, the findings will inform policymakers on how to promote sustainability in port operations and, therefore, help develop regulatory frameworks that will assist in the diffusion of innovative technologies. For instance, port authorities can use the findings from this study to make smart technology investments that have both environmental benefits and economic returns, thereby improving the overall efficiency of operations. …”
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