RL-QPSO net: deep reinforcement learning-enhanced QPSO for efficient mobile robot path planning by Yang Jing, Li Weiya

“…Traditional path planning methods such as genetic algorithms, Dijkstra's algorithm, and Floyd's algorithm typically rely on deterministic search strategies, which can lead to local optima and lack global search capabilities in dynamic settings. …”
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Pore-Scale Modelling of Three-Phase Capillary Pressure Curves Directly in Uniformly Wet Rock Images by Yingfang Zhou, Dimitrios Georgios Hatzignatiou, Johan Olav Helland, Yulong Zhao, Jianchao Cai

“…In this work, we developed a semianalytical model to compute three-phase capillary pressure curves and associated fluid configurations for gas invasion in uniformly wet rock images. …”
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Human Placenta-Derived Mesenchymal Stem Cells Ameliorate Diabetic Neuropathy via Wnt Signaling Pathway by Songsong Pan, Sushant S. Hada, Yang Liu, Chao Hu, Mengdie Zhou, Shaoqiu Zheng, Minjie Xu, Changsheng Shi, Shiwu Yin, Xiaoyun Xie

“…To investigate the effect of placenta-derived mesenchymal stem cells (PMSCs) on diabetic peripheral neuropathy and explore the role of Wnt signaling pathway. Method. Twenty-seven male db/db mice were randomly categorized into the control group, PMSC group, and PMSC treatment with Wnt inhibitor treatment group. …”
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PMAIP1 regulates the progression of follicular thyroid carcinoma through the Wnt3/FOSL1 pathway by Haobo Wang, Fangjian Shang, Yifang Wang, Bo Pang, Bo Pang, Longfei Kang, Longfei Kang, Chuanmin Zhou, Chuanmin Zhou, Dongyun Li, Dongyun Li, Zhongxin Li, Zhongxin Li, Xia Jiang, Xia Jiang, Bo Liu, Zengren Zhao

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PZS‐Net: Incorporating of Frame Sequence and Multi‐Scale Priors for Prostate Zonal Segmentation in Transrectal Ultrasound by Jianguo Ju, Qian Zhang, Pengfei Xu, Tiange Liu, Cheng Li, Ziyu Guan

“…To overcome the limitation, a novel Prostate Zonal Segmentation Network (PZS‐Net), based on U‐Net, which learns critical cross‐frame information and multi‐scale features from sequential frames, is proposed. …”
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CSI feedback algorithm based on RM-Net for massive MIMO systems in high-speed mobile environment by Yong LIAO, Shiyi WANG

“…Aiming at the complex and changeable channel characteristics in high-speed mobile environment, and the influence of additive noise and nonlinear effects, a residual mixing network (RM-Net) for massive MIMO CSI feedback was proposed.By learning the spatial structure and temporal correlation of high-speed mobile channel, the network was able to remove massive MIMO channel noise, and the CSI compression rate and recovery quality could be significantly improved.System simulation results show that RM-Net can eliminate the influence of additive noise in high-speed mobile scenarios, learn and adapt to the channel characteristics of sparse and double-selective fading channels, and still has good performance under the conditions of high compression rate and low signal-to-noise ratio.The proposed algorithm performance is much better than other CS-based and DL-based CSI feedback algorithms.…”
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Research on Wetting-Drying Cycles’ Effect on the Physical and Mechanical Properties of Expansive Soil Improved by OTAC-KCl by Bao-tian Wang, Can-hong Zhang, Xue-lian Qiu, En-yue Ji, Wen-hui Zhang

“…Expansive soil experiences periodic swelling and shrinkage during the alternate wet and dry environments, which will result in severe damage to the slope stability. …”
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Application of fuzzy logic in decision-making process for relocation of floating net cages in river fish farming by R. Pramana, B.Y. Suprapto, Z. Nawawi

“…Yet, floating net cage owners still manually assess the water quality. …”
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Differentiation of sensory descriptors through co-inoculation of yeast and lactic acid bacteria in wet fermented coffee by Sandy Rodrigues Dias, Nádia Nara Batista, Ana Paula Pereira Bressani, Disney Ribeiro Dias, Rosane Freitas Schwan

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Effects of Contact Angle on the Hysteresis Effect of Soil-Water Characteristic Curves during Dry-Wet Cycles by Gaoliang Tao, Ziyue Li, Lisheng Liu, Yangyang Chen, Kai Gu

“…Our proposed method can greatly reduce the test period and has a significant practical application value, which provides a new idea for the prediction of SWCCs under dry-wet cycling conditions.…”
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Kindlin-1 promotes gastric cancer cell motility through the Wnt/β-catenin signaling pathway by Jun-Ho Jang, Jiyoon Jung, Hyeon-Gu Kang, Woong Kim, Won-Jin Kim, Hana Lee, Ju Yeon Cho, Ran Hong, Jeong Won Kim, Joon-Yong Chung, Kyung-Hee Chun, Seok-Jun Kim

“…As understanding the relevant molecular mechanisms is essential to effectively improve patient outcomes, we elucidated the role of Kindlin-1 in gastric cancer progression and metastasis. …”
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Laboratory and Centrifuge Model Tests on Influence of Swelling Rock with Drying-Wetting Cycles on Stability of Canal Slope by Chen Zhang, Zheng-yin Cai, Ying-hao Huang, Hao Chen

“…This study focused on the swelling behavior of swelling rock from canal basement under multiple drying-wetting (D-W) cycles. A series of laboratory tests were conducted on a swelling rock, with the cracking and strength behaviors investigated. …”
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GastroFuse-Net: an ensemble deep learning framework designed for gastrointestinal abnormality detection in endoscopic images by Sonam Aggarwal, Isha Gupta, Ashok Kumar, Sandeep Kautish, Abdulaziz S. Almazyad, Ali Wagdy Mohamed, Frank Werner, Mohammad Shokouhifar

“…To address these challenges, we introduced a specialized CNN-based architecture called GastroFuse-Net, designed to recognize human gastrointestinal diseases from endoscopic images. …”
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Leveraging U-Net and selective feature extraction for land cover classification using remote sensing imagery by Leo Thomas Ramos, Angel D. Sappa

“…Abstract In this study, we explore an enhancement to the U-Net architecture by integrating SK-ResNeXt as the encoder for Land Cover Classification (LCC) tasks using Multispectral Imaging (MSI). …”
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A U-Net-based denoising method for semi-airborne transient electromagnetic data and its application by Dong LIU, Hao FENG, Yongxin WANG, Xiaosheng ZHOU, Yuhong YAO, Huaifeng SUN

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Influence of Humidity State on Dynamic Resilient Modulus of Subgrade Soils: Considering Repeated Wetting-Drying Cycles by Gongfeng Xin, Anshun Zhang, Zijian Wang, Quanjun Shen, Minghao Mu

“…Meanwhile, due to complicated conditions such as rainfall infiltration, high temperature evaporation, and groundwater level fluctuations, it can be safely said that the humidity state and repeated wetting-drying (WD) cycles affect the MR of subgrade soils. …”
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ISG15 promotes M5-induced hacat cell proliferation through Wnt signaling in psoriasis by Sun Xianqi, Li Yuzhen, Yu Huiwen, Lin Jiaying, Wang Chen, Liu Quanlin, Bai Bingxue

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Barriers and facilitators to conducting human subjects research at a safety net institution from the perspective of researchers. by Sarah J Barnes, Yewon Na, Mari-Lynn Drainoni, Benjamin A Linas, Nicholas A Bosch, Autumn L Tamlyn

“…PLoS ONE…”
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Experimental Study on Electric Resistivity Characteristics of Compacted Loess under Different Loads and Drying-Wetting Cycles by Yu Zhou, Guoyu Li, Wei Ma, Dun Chen, Fei Wang, Yuncheng Mao, Qingsong Du, Jun Zhang, Liyun Tang

“…Densely compacted loess foundations of many man-made infrastructures are often exposed to various loads and extreme weathering processes (e.g., drying-wetting cycles), which significantly deteriorate their mechanical properties. …”
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PolyRes-Net: A Polyhierarchical Residual Network for Decoding Anatomical Complexity in Medical Image Segmentation by Amr Magdy, Khalid N. Ismail, Marghny H. Mohamed, Mahmoud Hassaballah, Haitham Mahmoud, Mohammed M. Abdelsamea

“…In this paper, we introduce a novel architectural framework, which we refer to as the Polyhierarchical Residual Network (PolyRes-Net). …”
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