Stepping forward on shaky ground: developing equity-centered principals in politically complex settings by Tiffanie Lewis-Durham, Kelly Bradford, Paula Hernandez, Brian Clarida

“…IntroductionLarge urban districts across the country have tried to establish programs or partnerships that would ensure a pipeline of high-quality equity-centered school leaders. …”
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Complexity in the Acceptance of Sustainable Search Engines on the Internet: An Analysis of Unobserved Heterogeneity with FIMIX-PLS by Pedro Palos-Sanchez, Felix Martin-Velicia, Jose Ramon Saura

“…This paper analyses the complexity of user behaviour when facing the challenge of using sustainable applications, such as Internet search engines. …”
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Prospects of Introducing the System of Personnel Support at Enterprises of the Gas and Oil Complex in the Russian Federation by E. A. Alpeeva, E. V. Stotskiy

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Navigating the complexities: South Africa’s journey in collecting data for international reading literacy assessments by Karen Roux

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A Balanced Mission Planning for Multiple Unmanned Underwater Vehicles in Complex Marine Environments by Tianbo Li, Siqing Sun, Huachao Dong, Dezhou Qin, Dashun Liu

“…The efficacy of the balanced mission planning strategy is substantiated through comprehensive numerical simulations in a complex 2D marine environment.…”
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Data-driven demand analysis and design reliability study of critical components of complex products. by Zhan Meng, Zhenggang Wang, Dapeng Gao, Wei Lu

“…In this paper, starting from the product requirement analysis, the Kano-QFD model is used to clarify the requirement identification path of the critical components of complex products and ensure that the quality characteristics of the critical components of complex products are consistent with the customer requirements. …”
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Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey by Deepak Bhaskar Acharya, Karthigeyan Kuppan, B. Divya

“…Agentic AI, an emerging paradigm in artificial intelligence, refers to autonomous systems designed to pursue complex goals with minimal human intervention. Unlike traditional AI, which depends on structured instructions and close oversight, Agentic AI demonstrates adaptability, advanced decision-making capabilities and self-sufficiency, enabling it to operate dynamically in evolving environments. …”
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Low-cost synthetic model for training and simulation of nipple-areola complex (NAC) reconstruction by Pedro Lucena de Aquino, Arthur Antunes Coimbra Pinheiro Pacífico, Letícia Fontenelle Fernandes, Giselle Ferreira de Souza, Sarah Gurgel Ponte Fontenelle, Ana Heloísa Feitosa de Macêdo Pereira, Pâmella Christine de Souza Munhoz, Letícia Castelo Branco de Oliveira

“…Introduction: Reconstruction of the nipple-areola complex (NAC) is indicated when this member is amputated in mastectomies to ensure a more natural appearance to the reconstructed breast. …”
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Assessment of the Projects’ Prospects in the Economic and Technological Development of the Oil and Gas Complex in the Republic of Mozambique by Tatyana Semenova, Nunes Churrana

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Navigating Legal Complexities in Localising the Sustainable Development Goals Agenda for Village Governance in Indonesia by HS Tisnanta, Febryani Sabatira, Ria Wierma Putri, Lenilde Pereira, Desia Rakhma Banjarani

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Tube-Based Robust Model Predictive Control for Autonomous Vehicle with Complex Road Scenarios by Yang Chen, Youping Sun, Junming Li, Jiangmei He, Chengwei He

“…This study proposes a Tube-based Robust Model Predictive Control (Tube-RMPC) strategy for autonomous vehicle control to address model parameter uncertainties and variations in road–tire adhesion coefficients in complex road scenarios. More specifically, the proposed approach improves the representation of vehicle dynamic behavior by introducing a unified vehicle–tire modeling framework. …”
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A Parts Detection Network for Switch Machine Parts in Complex Rail Transit Scenarios by Jiu Yong, Jianwu Dang, Wenxuan Deng

“…However, in the detection of complex rail transit switch machine parts such as augmented reality and automatic inspection, existing algorithms have problems such as insufficient feature extraction, large computational complexity, and high demand for hardware resources. …”
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Meiotic recombination modulates the structure and dynamics of the synaptonemal complex during C. elegans meiosis. by Divya Pattabiraman, Baptiste Roelens, Alexander Woglar, Anne M Villeneuve

“…During meiotic prophase, a structure called the synaptonemal complex (SC) assembles at the interface between aligned pairs of homologous chromosomes, and crossover recombination events occur between their DNA molecules. …”
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Conceptual approaches to the complex of restoration of the affected territories as a result of military actions in Ukraine by Liudmyla Datsenko, Svitlana Titova, Marharyta Dubnytska

“…Aim of the study: The purpose of the study is to substantiate the conceptual approaches of the complex and to consider its main components regarding the restoration of territories affected by the war in Ukraine, with an emphasis on the incompleteness of current legal acts. …”
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Virtual Prototyping of a Novel Manipulator for Efficient Laser Processing of Complex Large Parts by Antonio Pandolfi, Sergio Ferrarini, Pietro Bilancia, Marcello Pellicciari

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Decision criteria for the classification of meteorological phenomena in the weather radar complex of the near-airfield zone by O. V. Vasiliev, S. S. Korotkov, K. I. Galaeva, E. S. Boyarenko

“…This determined the primary development of the domestic weather radar complex of the near airfield zone (WR BZ). The article presents the features of the construction of the WR BZ, as well as the main tasks it solves. …”
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Conceptual foundations of the development of the tourist complex of the region in the conditions of the COVID-19 coronavirus pandemic by A. S. Amosov, M. K. Ashinova, A. R. Kumpilova

“…A conceptual model of management of the tourist complex of the region in the conditions of the COVID-19 coronavirus pandemic is proposed, which assumes a systematic approach to the diagnosis of tourism development and allows formalizing managerial impacts on the tourist complex of solutions to ensure its sustainable development.…”
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MFA-net: Object detection for complex X-ray cargo and baggage security imagery. by Thanaporn Viriyasaranon, Seung-Hoon Chae, Jang-Hwan Choi

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Artificial intelligence and complex natural products for cardiovascular infection prevention and oxidative damage mitigation by Jose M. Prieto-Garcia

“…Historically, research into natural medicines has primarily focused on isolated compounds. However, complex natural entities like essential oils, rich in diverse chemical constituents, offer superior therapeutic potential. …”
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Designed for simplicity, used for complexity: The systemic pressures shaping walk-in clinic practices and outcomes. by Braeden A Terpou, Lauren Lapointe-Shaw, Ruoxi Wang, Danielle Martin, Mina Tadrous, Sacha Bhatia, Jennifer Shuldiner, Simon Berthelot, Niels Thakkar, Kerry McBrien, Bahram Rahman, Aisha Lofters, J Michael Paterson, Rita McCracken, Christine Salahub, Tara Kiran, Noah M Ivers, Laura Desveaux

“…Repeat visits were frequently linked to efforts to ensure continuity for complex or chronic conditions. …”
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