Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis by Mathew Varidel, Victor An, Ian B Hickie, Sally Cripps, Roman Marchant, Jan Scott, Jacob J Crouse, Adam Poulsen, Bridianne O'Dea, Sarah McKenna, Frank Iorfino

“…In our example, psychological distress was typically the optimal intervention target in complex cases where multiple domains were unhealthy at baseline, due to it affecting multiple domains with paths to personal functioning (probability [p] of path; ppathpathpathpathoptoptoptoptoptoptopt ConclusionsThis work illustrates the use of causality and decision-theoretic principles to personalize interventions in digital mental health tools.…”
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Spatiotemporal Changes and Effects of Urban Commercial Bank Expansion in the Yangtze River Economic Belt, China by Li Yingyi, Zhao Jinli

“…Consequently, some expansion-path heterogeneity existed across different regions and scales. …”
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Ris-assisted integrated sensing and communication: applications, challenges and usecase scenario by Garima Chopra, Suhaib Ahmed

“…This study also integrates mathematical models to optimize path loss, enhance signal quality, and improve resource allocation. …”
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Fuzzy-logic-based data-differentiated service supported routing protocol for emergency communication networks in underground mines by Haifeng Jiang, Guangzhi Han, He Wang, Xinping Li, Guopeng Zhang

“…Through the use of the adaptive fuzzy decision system, fuzzy-logic-based data-differentiated service supported routing protocol can provide data-differentiated services and make optimized routing decisions to satisfy the transmission requirements of different data types. …”
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Constructing ancestral recombination graphs through reinforcement learning by Mélanie Raymond, Marie-Hélène Descary, Cédric Beaulac, Fabrice Larribe

“…In this paper, we propose a new approach to build maximum parsimony ARGs: Reinforcement Learning (RL).MethodsWe exploit the similarities between finding the shortest path between a set of genetic sequences and their most recent common ancestor and finding the shortest path between the entrance and exit of a maze, a classic RL problem. …”
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A Study of Resolution Improvement in Noncoherent Optical Coherence Imaging by Guoliang Yang, Junhong Su, Yuan Li, Jialin Cai, Yiren Li

“…Noncoherent light, as a common light source in life, can effectively avoid problems such as scattering noise caused by optical components incoherent light imaging, and through the design of the optical path can also trigger interference and holographic imaging of objects, allowing holography to be used in more fields. …”
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SPFDNet: Water Extraction Method Based on Spatial Partition and Feature Decoupling by Xuejun Cheng, Kuikui Han, Jian Xu, Guozhong Li, Xiao Xiao, Wengang Zhao, Xianjun Gao

“…In fact, there is a difference in the requirements for the water body and the water boundary. …”
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Physarum-inspired multi-parameter adaptive routing protocol for coal mine hybrid wireless mesh networks by Guangzhi Han, Haifeng Jiang, Liansheng Lu, Shanshan Ma, Shuo Xiao

“…The processes of nutrient flux transfer and path choice in Physarum network are similar to data transmission and routing selection in hybrid wireless mesh networks. …”
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Improving SNR for NLoS Target Detection Using Multi-RIS-Assisted Monostatic Radar by Salman Liaquat, Ijaz Haider Naqvi, Faran Awais Butt, Saleh Alawsh, Nor Muzlifah Mahyuddin, Ali Hussein Muqaibel

“…Moreover, the analysis explores the impact of different Swerling target models on the SNR and PL, highlighting the optimal angles for target detection. …”
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Comparative Meta-Analysis of Clinical Outcomes in Chronic Achilles Ruptures: Isolated FHL Transfer, Hamstring Transfer, and Turndown Flaps by Bedri Karaismailoglu MD, FEBOT, Samir Ghandour MD, Joris R.H. Hendriks MS, Mani Eftekhari, Ehab Eltouny MD, Gregory R. Waryasz MD, Daniel Guss MD, MBA, John Y. Kwon MD, Soheil Ashkani-Esfahani MD, Lorena Bejarano-Pineda MD, Christopher W. DiGiovanni MD

“…This approach will contribute to a clearer path towards identifying the optimal intervention and refining the standard of care for CATR patients.…”
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A Review of Research on Flight Delay Propagation: Current Situation and Prospect by N. Li, H. G. Yao

“…On the contrary, deep learning models and spatiotemporal models have opened up a new path for improving prediction accuracy by their powerful data processing and analysis capabilities. …”
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Generation of Spatial Structure of Urban Parks Based on Spatial Analysis of Agent-Based Models by Huizi KONG, Tianming LIU, Jiajie LIAO, Liu CUI

“…Additionally, the simulation results show that the slime mold agent model can rapidly generate foraging networks in complex environments due to its efficient organization and structural resilience, as well as optimize path selection according to behavioral objectives.ConclusionABM analysis, supported by advanced algorithms, considers the basic spatial information of the site and simulates individual behavior patterns using distributed computation rules, thereby providing a new paradigm for landscape design thinking. …”
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The Ecosystem Services Assessment of Wetlands based on the Classification of Hydrological-ecological Structures and Functions (Case study: Shadegan Wetland) by leila Rahimi, Bahram Malekmohammadi, Ahmad reza Yavari

“…Shadegan Wetland because of structural conditions and ecological diversity and the belonging to three different wetland class, provides numerous services. …”
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Spot-Scanning Confocal Photon Beams for Hypofractionated Brain Radiosurgery by Lijun Ma PhD, Shuang Luan PhD, Nguyen Phuong Dang PhD, Benjamin Ziemer PhD, Steve Braunstein MD, PhD, Michael McDermott MD, Cheng Yu PhD, Gabriel Zada MD, Eric L Chang MD

“…For such a delivery, a single continuous scanning path was first mapped within a 3D target volume, and then a series of dose kernels of variable sizes, shapes and beam weights were placed and then optimized along the path to produce highly conformal dose distributions. …”
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Coloration and functionalization of organic cotton fabric using Chinese fringe leaf extraction: A greener approach by Md Shazzat Hossain, Mohammad Ullah, Rony Mia, Mohammed A. Assiri, Yahui Zhou, Haroon A.M. Saeed, Sakil Mahmud

“…The natural dyes were extracted from the Chinese fringe leaves and applied on OCF using different mordanting conditions for coloration and functionalization of the fabric. …”
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Long term proliferation and physiological response of embryogenic callus in Slash pine (Pinus Elliottii Engelm) by Zishan Cheng, Cangfu Jin, Min Yi, Jinwen Xie, Meng Lai, Xiujing Xiao, Lu Zhang

“…Refreshing the culture medium every 14 days, EC maintaining proliferation coefficient (4.05) and embryogenic potential for approximately three year (980 d), but the number of somatic embryos was low and significantly declined after 140 days.The additional supplementation of 1.0 mg/L 2- (1-naphthyl) acetic acid (NAA) to the original proliferation medium further enhanced SE induction, achieving a maximum of 143.25 SE per gram of EC. Under the optimal proliferation culture conditions, EC was subcultured for 392 days, with no significant differences observed in the proliferation coefficient and the number of SE. …”
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Numerical Simulation Study of CO2 Injection for Enhanced Recovery in Depleted Gas Reservoirs by Mengyu Wang, Yu Luo, Zihan Zhao, Yulong Zhao, Yu Li, Xia Wang, Nan Qin, Cheng Cao, Ruoyu Mu

“…This simulation test provides support for the gas field company to explore the scientific development path of low‐carbon new energy through the pilot test of CCUS‐EGR.…”
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Effects of Drainage Technology on Waterlogging Reduction and Rice Yield in Mid-Lower Reaches of Yangtze River by Bowei Qi, Shenjiao Yang, Dongwei Li, Dandan Qin, Xingfei Zheng, Jianlin Hu, Xinguo Zhou, Hongquan Liu

“…Field experiments were carried out to evaluate the impacts of different drainage technologies on waterlogging mitigation, rice growth, dry matter accumulation, and yield. …”
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Nav2Scene: Navigation-driven fine-tuning for robot-friendly scene generation by Bowei Jiang, Tongyuan Bai, Peng Zheng, Tieru Wu, Rui Ma

“…Specifically, we first introduce path planning score (PPS), which is defined based on the results of the path planning algorithm and can be used to evaluate the robot navigation suitability of a given scene. …”
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Development and environmental validation of a compact EDFA with integrated LNA+HPA for satellite optical communications by Alberto Carrasco-Casado, Koichi Shiratama, Dimitar Kolev, Hiroyuki Tsuji, Morio Toyoshima

“…To achieve this, the amplifier incorporates a 2-in-1 design, integrating a high-power amplifier (HPA) for the transmission path and a low-noise amplifier (LNA) for the reception path. …”
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