Multi-Task Reinforcement Learning Based on Parallel Recombination Networks by Manlu Liu, Qingbo Zhang, Weimin Qian

“…The proposed method efficiently learns the relationships between tasks from parallel recombination networks and determines the optimal path for a task through a weight network. …”
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Requirements and special considerations for drug trials with children across six jurisdictions: 2. Ethics review in the regulatory approval process by Breanne Stewart, Pirkko Lepola, Gunter F. Egger, Fahimeda Ali, Albert J. Allen, Albert J. Allen, Alysha K. Croker, Andrew J. Davidson, Pamela Dicks, Saul N. Faust, Saul N. Faust, Dionna Green, Collin Hovinga, Collin Hovinga, Agnes V. Klein, Robyn Langham, Hidefumi Nakamura, Laura Pioppo, Shiva Ramroop, Michiyo Sakiyama, Isabel Sanchez Vigil de la Villa, Junko Sato, Donna L. Snyder, Mark A. Turner, Mark A. Turner, Sarah Zaidi, Kanecia Zimmerman, Kanecia Zimmerman, Thierry Lacaze-Masmonteil

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Research on enhancing heat transfer in geothermal well cementing via novel expanded graphite and cured epoxy resin composite filler by Wenxi Zhu, Bingjie Wang, Shengkai Cui, Jing Wang, Huijing Tan

“…C-S-H gels filled the gel pores and transition pores in the cement skeleton and formed a dense, high thermal conductivity network, which shortens the heat transfer path and thus greatly improves the thermal conductivity of cement. …”
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Automatic Scheduling Method for Customs Inspection Vehicle Relocation Based on Automotive Electronic Identification and Biometric Recognition by Shengpei Zhou, Nanfeng Zhang, Qin Duan, Jinchao Xiao, Jingfeng Yang

“…Advancements in the intersection of technology and logistics aim to support more efficient and secure customs operations globally.…”
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RBMDC-Net: Effective Jaw Cyst Segmentation Network Using Residual Bottleneck and Multiscale Dilated Convolution by Huixia Zheng, Xiaoliang Jiang, Xu Xu, Zhenfei Yuan

“…Automatic segmentation of jaw cysts in cone-beam computed tomography (CBCT) scans plays a crucial role in clinical and treatment planning, and it provides an efficient alternative to labor-intensive manual procedures. …”
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Complementary MR measures of white matter and their relation to cardiovascular health and cognition by Petar P. Raykov, Marta Correia, Kamen Tsvetanov, Rafael N. Henriques, Alberto Del Cerro-León, Matthew Bracher-Smith, Valentina Escott-Price, Yordan P. Raykov, Richard N. Henson

“…Abstract The microstructural and macrostructural integrity of white matter (WM) underpins efficient brain function, and is known to decline with age and vascular burden. …”
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ILN-YOLOv8: A Lightweight Image Recognition Model for Crimped Wire Connectors by Xiaojian Zhou, Jicheng Kan, Nur Fatin Liyana Mohd Rosely, Xu Duan, Jiajing Cai, Zihan Zhou

“…To address this, we propose an Improved Lightweight Network based on YOLOv8 (ILN-YOLOv8) to achieve high-precision and high-efficiency detection of crimped wire connectors. Taking the original YOLOv8 model as a baseline, the new model enhances the ability to extract shallow features from small targets by increasing the P2 detection layer and improving the Feature Pyramid Network(FPN) and Path Aggregation Network(PAN) structures. …”
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Patterns of blue and green water in the Yellow River Basin from 1998 to 2020: Influence of climate change and human activity by Dongxue Yu, Qiuan Zhu, Jiang Zhang, Le Wang, Xiaoli Wu, Shanhu Jiang, Xiuqin Fang, Jiaxin Jin, Yanfen Wang, Liliang Ren

“…These findings highlight the need for efficient water management in the Yellow River Basin.…”
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Research on the Integrated Green Development Strategy of Coal and Co-existed and Associated Resources by Hongpu Kang, Heping Xie, Shuangming Wang, Shihua Ren, Yaning Zhang, Baoqiang Wang, Peipei Chen, Xiaomiao Jiao, Dezhi Zheng, Yanghui Ren, Yuedong Liu

“…On this basis, a strategic blueprint for the integrated green development of coal and associated resources in China has been depicted, the “three-step” strategic goal has been proposed, the integrated green development technology system covering integrated digital survey and design technology, safe and efficient collaborative development technology, and intelligent green low-carbon technology has been constructed, and the strategic path framework of “four advances, one exploration” has been constructed. …”
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Exploring the Dynamics of Canine-Assisted Interactions: A Wearable Approach to Understanding Interspecies Well-Being by Timothy R. N. Holder, Colt Nichols, Emily Summers, David L. Roberts, Alper Bozkurt

“…Altogether, this work takes a significant step forward on a promising path to our better understanding of how CAIs improve well-being and how interspecies psychophysiological states can be appropriately measured.…”
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A longan-picking sequence planning method for UAV system based on multi-target tracking by Kaixuan Wu, Meiqi Zhang, Linlin Shi, Hengxu Chen, Yuju Mai, Mingda Luo, Hengyi Lin, Jun Li

“…A LonTsp planning algorithm is used for path planning, optimizing picking paths to reduce total picking time by 19.1% and lowering UAV energy consumption and time costs. …”
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Mouse models of aortic dissection induced by β-aminopropionitrile combined with angiotensin II and the changes in their gut microbiota by Xinyu Hao, Shi Wu, Shuai Cheng, Xueling Wang, Jiawei Zhang, Xuan Li, Bo Jiang, Shijie Xin

“…The models differed in terms of dosage, timing, and path of administration. The treatment groups were compared in terms of general condition, blood glucose level, blood pressure, and rate of dissection formation and mortality. …”
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Advancing nonadiabatic molecular dynamics simulations in solids with E(3) equivariant deep neural hamiltonians by Changwei Zhang, Yang Zhong, Zhi-Guo Tao, Xinming Qin, Honghui Shang, Zhenggang Lan, Oleg V. Prezhdo, Xin-Gao Gong, Weibin Chu, Hongjun Xiang

“…N2AMD not only achieves impressive efficiency in performing NAMD simulations at the hybrid functional level within the framework of the classical path approximation (CPA), but also demonstrates great potential in predicting non-adiabatic coupling vectors and suggests a method to go beyond CPA. …”
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Learning and forecasting open quantum dynamics with correlated noise by Xinfang Zhang, Zhihao Wu, Gregory A. L. White, Zhongcheng Xiang, Shun Hu, Zhihui Peng, Yong Liu, Dongning Zheng, Xiang Fu, Anqi Huang, Dario Poletti, Kavan Modi, Junjie Wu, Mingtang Deng, Chu Guo

“…This approach shows a path towards efficient and effective learning of noisy quantum dynamics and optimally control quantum processors over long and complex computations even in the presence of correlated noise.…”
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An interactive deep-learning workflow for head and neck gross tumour volume segmentation by Zixiang Wei, Jintao Ren, Jesper Grau Eriksen, Kenneth Jensen, Hanna Rahbek Mortensen, Stine Sofia Korreman, Jasper Nijkamp

“…An additional observer study with three radiation oncologists assessed usability and efficiency, using normalized added path length (APL) and the System Usability Scale (SUS). …”
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Small Modular Reactor based on NuScale with Thorium base by Diego M. E. Gonçalves, Marcelo Vilela da Silva, C. J. C. M. R. da Cunha, Giovanni L. Stefani

“…The results show that integrating U-Th fuel into SMRs can boost reactor performance without compromising safety, thereby offering a promising path toward more sustainable, efficient, and scalable nuclear energy production. …”
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Breast lesion classification via colorized mammograms and transfer learning in a novel CAD framework by Abbas Ali Hussein, Morteza Valizadeh, Mehdi Chehel Amirani, Sedighe Mirbolouk

“…As part of this study, an innovative CAD system is presented that transforms standard grayscale mammography images into RGB colored through a three-path preprocessing framework developed for noise reduction, lesion highlighting, and tumor-centric intensity adjustment using a data-driven transfer function. …”
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Taming of trinitromethyl-oxadiazole to access high density and high oxygen balance via a dual modulation strategy by Jinya Zhang, Teng Fei, Jingwei Meng, Jinxiong Cai, Lei Zhang, Siping Pang, Chunlin He

“…This work provides an efficient strategy to enhance performance of trinitromethyl derivatives, broadening the path and expanding the toolbox for energetic materials.…”
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An Adaptive Spherical Simplex Radial Cubature Information Filter-Based Phase Unwrapping Method by Jia Jinguo, Liu Fang, Huang Qingnan, Xie Xianming

“…Experiments on diverse fringe patterns show that this method achieves higher accuracy and efficiency compared to other commonly used methods.…”
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Game algorithm based on link quality: Wireless sensor network routing game algorithm based on link quality by Zhanjun Hao, Jiaojiao Hou, Jianwu Dang, Xiaochao Dang, Nanjiang Qu

“…Finally, the routing optimal transmission path is obtained according to the analysis of the existence of Nash equilibrium in the game. …”
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