Multi-scenario analysis of green water resource efficiency under carbon emission constraints in the Chengdu-Chongqing urban agglomeration, China: A system dynamics approach by Keyao Yu, Zhigang Li

“…The study finds that: (1) GWRE in the CCUA from 2005 to 2021 has shown a fluctuating upward trend, with the kernel density curve shifting from “short and wide” to “tall and narrow” and the peak moving to the right, indicating a gradual narrowing of GWRE disparities. (2) Model run tests and historical tests on the GWRE system demonstrate that the relative errors between the model’s predictions and actual outcomes are within 5%, confirming the model’s stability and effectiveness. (3) The green innovation and comprehensive development scenarios yield the best outcomes in terms of GWRE and carbon emission control from 2022 to 2035, reflecting the coordinated development of the economy, environment, and society. …”
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The Number of Microbubbles Generated During Cardiopulmonary Bypass Can Be Estimated Using Machine Learning From Suction Flow Rate, Venous Reservoir Level, Perfusion Flow Rate, Hema... by Satoshi Miyamoto, Zu Soh, Shigeyuki Okahara, Akira Furui, Taiichi Takasaki, Keijiro Katayama, Shinya Takahashi, Toshio Tsuji

“…Methods: Perfusion experiments were performed using an actual CPB circuit, and MB count rates were measured using the five varying parameters. …”
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Simulation of Thin-Film Solar Cells with a CuInSe2 Chalcopyrite Structure by A. K. Esman, G. L. Zykov, V. A. Potachits, V. K. Kuleshov

“…The maximum possible efficiency value of ~14.8 % is achieved under actual operating conditions, and is maintained by the incoming thermal energy as both emitted in this cell and infrared radiation of the sun and the environment. …”
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Public security in the pre-classical political and legal thought of ancient Greece by Y. O. Zahumenna

“…It is proved that the ancient political and legal doctrines, which comprehend public safety, have the following main features: its nationalization (elevation of the state and its institutions in guaranteeing this security), personalization (close dependence of personal security on public, sometimes even raising personal security over public), universalization (security as a phenomenon of the space world order, general Hellenic security), rationalization (discursive understanding of public security issues), legalization (transfer of public security issues to the plane of its legal support, which becomes imperative, mandatory compliance with polis laws, a system of severe penalties for offenses in the field of public safety, law and order in society and the state), indefiniteness of the actual state and public security (which was due to the polis nature of the state system), axiologization (security as a high human and social value, as a good, as an integral element of the polis worldview and ensuring the proper organization of polis life), polymorphism (breadth of spectrum of public security and specification of its “images” in philosophy, poetry, historiography, rhetoric, etc.). …”
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Deformation and movement characteristics of debris flow landslide: A case study of the Shaziba landslide in Enshi, China by Zijian SHI, Wen CHEN, Yifan SHENG, Guangli XU

“…The deposition pattern of the landslide mass in the Qing River displayed a conical accumulation shape, with thick accumulation near the landslide exit and thin accumulation in the opposite direction of the landslide, which closely matched the actual situation. The model effectively reproduces the sliding process of the Shaziba landslide from instability to deposition. …”
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Delirio y arbitrariedad: dos torres en Manhattan by Javier Rodríguez García, Angelique Trachana

“…Tomando como referencia el proyecto de la torre entre las calles 22 y 23 de OMA y los laboratorios de la Universidad de Columbia de Moneo, ambos para Manhattan, el objetivo es discernir los parámetros discursivos desde los que actúan ambos arquitectos y que plasman en sus escritos, mostrando métodos y campos de conocimiento desde los que desarrollan sus argumentos. …”
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The Resuscitation, Equilibrium and De-escalation (RED) strategy: a phased, personalized hemodynamic support in children with sepsis by Jaime Fernández-Sarmiento, Sushitra Ranjit, L. Nelson Sanchez-Pinto, Vinay M. Nadkarni, Roberto Jabornisky, Niranjan Kissoon

“…Fluid boluses are a common first-line treatment for actual and relative hypovolemia. However, their use has been linked to adverse events due to factors such as their composition, high volumes and rapid infusion rates, and the variable response of individual patients. …”
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Obtención y caracterización de biocarbón a partir de Eichhornia crassipes usando un prototipo de reactor de pirólisis solar by Alán Gerardo Jardón-Medina, Alejandro Ortiz-Fernández

“… [Introducción]: Latinoamérica dispone de humedales que preservan la vida silvestre, actuán como fuente purificadora del agua y previenen las inundaciones, las sequías y otros desastres ambientales. …”
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Quality of Life Philosophy VI. The Concepts by Soren Ventegodt, Niels Jørgen Andersen, Joav Merrick

“…In every consultation, one new concept and idea of existence can be taught to the patient, helping him or her to realize the meaning of life, the source of joy, and the reason for the actual suffering. In this way, we help the patient to mobilize hidden and known resources and to improve quality of life, subjective health, and the ability to function. …”
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Novel Speech-Based Emotion Climate Recognition in Peers’ Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks by Ghada Alhussein, Mohanad Alkhodari, Ahsan H. Khandoker, Leontios J. Hadjileontiadis

“…Recognition of EC could provide an additional source in understating peers’ social interaction and behavior on top of peers’ actual conversational content.We propose a novel approach for speech-based EC recognition, termed AffECt, which combines peers’ complex affect dynamics (AD) with deep features extracted from speech signals using Temporal Convolutional Neural Networks (TCNNs). …”
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Research and Development of Civil Engineering Intelligent Structure System by Junkai Xie, Bo Gao, Huamin Cheng

“…Compared with the benchmark wall of 50% energy saving of external wall buildings, the heat transfer coefficient is reduced by 50.1%, and the actual energy-saving effect of the wall can reach 75%. …”
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Adaptación autónoma a eventos hidrometeorológicos extremos. Estudio de caso sobre la convivencia de un territorio indígena con el riesgo climático en la cuenca del río Sixaola, Cos... by Esteban Montero Sánchez, Adelson Araya Rojas, Leonardo Granados Rojas, Daniel Rueda Araya

“…Esta experiencia aporta insumos y lecciones aprendidas relevantes en la discusión actual sobre la necesidad de adaptar y mejorar la resiliencia de sistemas productivos en territorios rurales. …”
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Caracterización de pacientes con cáncer oral y su relación con la invasión en profundidad by José Daniel Gil Milá, Johannes René Maestre Cabello, Karen Martínez Gómez

“…Las variables analizadas fueron: edad, sexo, localización y tamaño del tumor, metástasis ganglionar, niveles ganglionares, tratamiento, estado actual, grado de diferenciación, extensión extranodal. …”
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Research on power plant security issues monitoring and fault detection using attention based LSTM model by Shengda Wang, Zeng Dou, Danni Liu, Han Xu, Ji Du

“…Methodology For the purpose of this investigation, an attention-based long short-term memory (Att-LSTM) model was used for the categorization of time series actual data. The approach that has been developed is able to identify defects in photovoltaic arrays and inverters, which offers a dependable option for improving the efficiency and dependability of solar energy systems. …”
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Enhancing Mandibular Reconstruction with Surgeon–Bioengineer Collaboration: A Protocol for Virtual Surgical Planning by Dong-Ho Shin, Hyo-Joon Kim, Ji-Su Oh, Seong-Yong Moon

“…Clinical application in four cases (three ameloblastomas, one odontogenic myxoma) demonstrated high precision with a mean virtual-to-actual discrepancy of 0.90 mm (SD = 0.34). Successful reconstructions were achieved across varying defect spans (29–53 mm) using both bicortical deep circumflex iliac artery (DCIA) flaps and monocortical iliac block bone grafts. …”
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Pavement Disease Visual Detection by Structure Perception and Feature Attention Network by Bin Lv, Shuo Zhang, Haixia Gong, Hongbo Zhang, Bin Dong, Jianzhu Wang, Cong Du, Jianqing Wu

“…However, existing visual methods often struggle to adapt to structural transformations and capture critical features of pavement diseases in complex environments, while their computational demands can be resource-intensive. …”
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A rapid method for calculating short-circuit currents in distribution networks with high renewable energy penetration by Rongqi Fan, Yuanlong Liu, Lei Ding, Qiang Huang, Wei Cong, Yudun Li, Guobing Song, Zhui Wei, Lingyan Sun, Jifeng Wen, anning Wang

“…Finally, a fault simulation model for a distribution network with high renewable energy penetration is developed in PSCAD/EMTDC, and a short-circuit experiment is conducted in an actual distribution network. The results from both the software simulation and real-world experiment demonstrate that the proposed short-circuit current calculation method offers high accuracy, and can satisfy the required accuracy for protection settings.…”
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An advanced technique to adjust hull girder load: Part 1 = generalisation by Chang Hwan Jang, Do Kyun Kim

“…The method proposed in this study will be applied to actual ships in Part 2 (Jang and Kim, 2025a), and its applicability and extendibility are to be verified. …”
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Forest fire risk assessment model optimized by stochastic average gradient descent by Zexin Fu, Adu Gong, Jinhong Wan, Wanru Ba, Haihan Wang, Jiaming Zhang

“…Most of the current related research methods rely on a stable operating environment and high raw data accuracy, the number of influencing factors considered is always different from the actual in many ways, and there is no systematic validation, etc., which makes the feasibility insufficient. …”
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Transportation increases circulating corticosterone levels and decreases central serotonergic activity in a sex dependent manner in Pekin ducks by M.M. Bergman, J.M. Schober, R. Novak, A. Grief, C. Plue, G.S. Fraley

“…Thirty-six, 23-week-old ducks were collected at a commercial breeder facility and randomly assigned to one of three treatment groups (n = 6/sex/treatment): 1) caught and euthanized (control), 2) caught and put in a crated in the pen for 90 min (crate), or 3) caught, crated, and transported in a truck for 90 min (transport) to simulate actual transportation. Blood was collected for serum corticosterone and blood smear analyses. …”
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