3DMeshNet: A three-dimensional differential neural network for structured mesh generation by Jiaming Peng, Xinhai Chen, Jie Liu

“…The method embeds the meshing-related differential equations into the loss function of neural networks, formulating the meshing task as an unsupervised optimization problem. …”
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The Local Path Planning Algorithm for Amphibious Robots Based on an Improved Dynamic Window Approach by Xiaoqiang Dai, Chengye Liu, Qiang Lai, Xin Huang, Qingjun Zeng, Ming Liu

“…The improved evaluation function and distance cost function avoid overshooting at the target endpoint. …”
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Label-Guided Data Augmentation for Chinese Named Entity Recognition by Miao Jiang, Honghui Chen

“…Chinese named entity recognition (NER) is a fundamental natural language processing (NLP) task that involves identifying and categorizing entities in text. …”
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Learning Transferable Convolutional Proxy by SMI-Based Matching Technique by Wei Jin, Nan Jia

“…Domain-transfer learning is a machine learning task to explore a source domain data set to help the learning problem in a target domain. …”
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A Method for Detecting Tomato Maturity Based on Deep Learning by Song Wang, Jianxia Xiang, Daqing Chen, Cong Zhang

“…In addition, by replacing the original CIOU loss function with the Focal–EIOU loss function, the problem of sample imbalance is solved and the detection performance of the model in complex scenarios is improved. …”
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A Stackelberg Trust-Based Human–Robot Collaboration Framework for Warehouse Picking by Yang Liu, Fuqiang Guo, Yan Ma

“…We model human fatigue with the logistic function and incorporate its impact on the efficiency reward function of the POSG. …”
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Research on the Application Mode of Green Environment Design under the Background of Artificial Intelligence by Hui Liu, Guanghui Song, Linlin Yan

“…Therefore, on the basis of summarizing and analyzing previous research works, this paper expounded the research status and significance of green environment design, elaborated the development background, current status, and future challenges of AI technology, introduced the network topology and platform frame structures of green environment design under the AI background, constructed a technical framework of green environment design under the AI background, analyzed the methods and principles of program design and function development, proposed the application model of green environment design under the AI background, conducted design function model optimization and intelligent design process analysis, and finally discussed the evaluation indicators and hierarchical analysis of the green environment design under the AI background. …”
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GAN-based solar radiation forecast optimization for satellite communication networks by Chao Chen, Xin Liu, Shizhong Zhao, Muhammad Bilal

“…This adversarial process, guided by a hybrid loss function and a discriminator treated as a learnable objective function, refines the forecast quality. …”
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BioSeq-Diabolo: Biological sequence similarity analysis using Diabolo. by Hongliang Li, Bin Liu

“…As the key for biological sequence structure and function prediction, disease diagnosis and treatment, biological sequence similarity analysis has attracted more and more attentions. …”
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Investigating Neurophysiological, Perceptual, and Cognitive Mechanisms in Misophonia by Chhayakanta Patro, Emma Wasko, Prashanth Prabhu, Nirmal Kumar Srinivasan

“…Despite these altered neural responses, the misophonia group did not show differences in hearing thresholds, speech perception abilities, or cognitive function compared to the controls. These findings suggest that while misophonia may involve distinct neurophysiological changes, particularly in early auditory processing, it does not necessarily lead to perceptual deficits in speech perception or cognitive function.…”
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Novel Dual-Constraint-Based Semi-Supervised Deep Clustering Approach by Mona Suliman AlZuhair, Mohamed Maher Ben Ismail, Ouiem Bchir

“…The intended clustering task is expressed as an optimization of a newly designed objective function. …”
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Cognitive dysfunction in diabetes – the ‘forgotten’ diabetes complication: a narrative review by Åke Sjöholm, Louise Bennet, Peter M. Nilsson

“…Pharmacological interventions with, for example, nasal insulin, GLP-1 receptor agonists, SGLT-2 inhibitors, or PPAR-γ agonists have also shown promising results.Conclusion Optimization of lifestyle factors (e.g. physical activity), as well as several pharmaceutical agents already in clinical use against diabetes, have shown promising results in improving cognitive function in diabetic patients. An important task for primary health care, where most patients with type 2 diabetes are diagnosed, treated, and followed, is to increase awareness and early detection of cognitive dysfunction in these patients for optimizing risk factor control.…”
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Analysis of emotion recognition through 2D micro-animations of an illustrated character's face by Sinja Stres, Helena Gabrijelčič Tomc

“…Statistically relevant differences between the results of animated emotion recognition as a function of recognition time and type of recognition task were examined. …”
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Multiple domain resilience components and frailty, postoperative complications, and one year quality of life deterioration after pancreatectomy in older patients by Jung-Yeon Choi, Yoo-Seok Yoon, Kwang-il Kim, Cheol-Ho Kim

“…Neurohumoral resilience was measured using the ACTH stimulation test, cardiovascular autonomic function using orthostatic blood pressure measurement, and cognitive-motor function using dual-task gait tests. …”
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A large-scale multimodal investigation of the interplay between the serotonergic system and emotion processing by Manfred Klöbl, Matej Murgaš, Murray Bruce Reed, Leo Robert Silberbauer, Annette M. Hartmann, Godber Mathis Godbersen, Gregor Gryglewski, Lukas Nics, Andreas Hahn, Dan Rujescu, Marcus Hacker, Rupert Lanzenberger

“…Herein, 153 subjects (44 with MDD) performed a facial emotion processing task during functional magnetic resonance imaging (fMRI) before and after an acute intravenous application of 8 mg citalopram or placebo. …”
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Improving multifunctional monolithic nano-device by single (Al,Ga)N nanowire/graphene van der Waals heterostructure for neuromorphic computing, photodetection and imaging by Min Zhou, Min Jiang, Chaoyun Song, Kai Xu, Zexin Yu, Lifeng Bian, Liubin Yang, Jianya Zhang, Shulong Lu, Yukun Zhao

“…Graphene strengthens the built-in electric field, enhancing carrier separation and photocurrent for both functions. The device consumes ultralow energy (3.19 × 10−11 J) with demonstrated synaptic plasticity features like spike-dependent learning and accelerated memory reinforcement. …”
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Global–Local Feature Fusion of Swin Kansformer Novel Network for Complex Scene Classification in Remote Sensing Images by Shuangxian An, Leyi Zhang, Xia Li, Guozhuang Zhang, Peizhe Li, Ke Zhao, Hua Ma, Zhiyang Lian

“…By replacing the traditional MLP layer with the KAN module, the network approximates functions through the decomposition of complex multivariate functions into univariate functions, enhancing the extraction of complex features. …”
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User accommodation to an active microprocessor-controlled knee in individuals with unilateral transfemoral amputation: a 5-week non-randomized trial by Elke Lathouwers, Alexandre Maricot, Bruno Tassignon, Sybille Geers, Louis Flynn, Tom Verstraten, Kevin De Pauw

“…Hence, this study aims to conduct a comparison between an AMPK and individual’s current prosthesis and assess the accommodation to using an AMPK during daily activities over a 5-week period on functional performance tests. Methods Participants with TFA completed a protocol comprising L-test, slope walking, level walking (2MWT) and dual-task level walking (dual-2MWT) once a week with their current prosthesis and the AMPK. …”
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Design and Implementation of a Software System for Full-Process Animal Experiment Ethical Review by XU Xiao, WU Jiemin, LIANG Yi, YE Mingxia, ZHOU Shunchang

“…Additionally, this paper provides an in-depth exploration of the software, detailing its functional and non-functional requirements, as well as its security considerations. …”
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Introduction to Volume 29, Issue 3 by Pau Pérez-Sales, Chris Dominey

“…The paper by Martin Hill and Mary Lynn Everson, “Indicators likely to contribute to clinical and functional improvement among survivors of politically-sanctioned torture” is unique in the length of post-treatment follow-up, and provides an innovative approach in the measurement of rehabilitation outcomes through a structured measure of functional aspects with an instrument designed at the Kovler Center in Chicago. …”
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