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Category: 7. Maths
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GSBYOLO: A lightweight Multi-Scale fusion network for road crack detection in complex environments
Structure of YOLOv8n
YOLOv8n, a state-of-the-art model in the YOLO series34, is widely recognized for its versatility in tasks such as target detection, instance segmentation, and image classification. The architecture of YOLOv8n is divided into…
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Why your next breakthrough needs fewer experiments
Hoffmann, J. et al. In Advances in Neural Information Processing Systems 35 (eds Koyejo, S. et al.) 30016–30030 (NeurIPS, 2022); https://go.nature.com/4jnSAlJ
Fisher, R. A. The Design of Experiments 9th edn (Macmillan, 1971).
Paulson, J. A. &…
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Automated detection of wolf howls using audio spectrogram transformers
David Mech, L. & Boitani, L. Wolves: Behavior, ecology, and conservation (University of Chicago Press, 2010).
Poyarkov, A. D., Korablev, M. P., Bragina, E. & Hernandez-Blanco, J. A. Overview of…
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Unsignalized intersection vehicle platoon formation scheduling method based on mixed traffic
Conflict analysis
Conflict analysis is one of the most fundamental areas in the study of multi-agent cooperation. In the work of Xu8, the authors use the virtual projection method to organize vehicles from different directions into a virtual lane…
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Developing an artificial intelligence-based progressive growing GAN for high-quality facial profile generation and evaluation through turing test and aesthetic analysis
In this study, a generative model was designed and developed to produce artificial profile images, and the generated images were evaluated and compared using the Turing test and aesthetic profile assessments (from the perspectives of orthodontics…
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Bioinspired trajectory modulation for effective slip control in robot manipulation
Here we delve into the implementation of proactive trajectory modulation as a means of slip control, which addresses our first hypothesis. We present the methodology and experimental setup used to examine the effectiveness of trajectory…
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Multi-objective optimization of daylighting performance and solar radiation for building geometry using a hybrid evolutionary algorithm
Reference building
To validate the optimization results, we created a simplified model of the existing building on the site (Fig. 6). The building is a four-story, enclosed structure with a total area of approximately 25,000 m2. Inserting a…
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ALDP-FL for adaptive local differential privacy in federated learning
Experimental setup
We employed two convolutional neural network models, LeNet and ResNet-18, to test the ALDP-FL method. LeNet consists of a total of 7 layers, including 2 convolutional layers, 2 pooling layers, and 3 fully connected layers. It is…
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Analytical prediction of groundwater loss in deep coal mines induced by ground vibration
Geological and structural features of the Datong basin
Geological context of the Datong basin
The Datong Coal Basin, located in southern Yinshan, spans an area of 1,900 km2 and is framed by the Pingwang-Emaokou fissures, the Mount Lvliang syncline,…
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