Generalization as local and translocal embedding: interrogating governance and deconstructing democratization in living labs by Julia Backhaus, Stefan John

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Generalized teleportation fidelity and singlet fraction and their relation for (in)distinguishable particles and its applications by Soumya Das, Goutam Paul, Anindya Banerji

“…Quantum teleportation efficiently transfers quantum information between distant locations by utilizing a pre-established composite system. …”
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Generalized Rowlins–Shellhardt equation and its application for optimization of well operation modes by Vladimir A. Tolpaev, Kurban S. Akhmedov

“…For real indicator curves describing, in contrast to classical filtration laws, including non-monotonic dependences of the flow rate on depression, an approximation model is constructed in the form of the proposed generalized Rawlins–Shellhardt equation. This model opens up a new approach to forecasting the flow rates of gas wells, improves the efficiency of gas production and contributes to the sustainable development of the energy sector. …”
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Deep Neuromuscular Blockade During General Anesthesia: Advantages, Challenges, and Future Directions by Jacob Rosenberg, Thomas Fuchs-Buder

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A Survey of General Relativistic Magnetohydrodynamic Models for Black Hole Accretion Systems by Vedant Dhruv, Ben Prather, George N. Wong, Charles F. Gammie

“…General relativistic magnetohydrodynamics (GRMHD) simulations are an indispensable tool in studying accretion onto compact objects. …”
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Generalized Type-2 Fuzzy Approach for Parameter Adaptation in the Whale Optimization Algorithm by Leticia Amador-Angulo, Oscar Castillo, Patricia Melin, Zong Woo Geem

“…An enhanced whale optimization algorithm (WOA) through the implementation of a generalized type-2 fuzzy logic system (GT2FLS) is outlined. …”
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Assessing the Sustainability of Energy-Related Nanomaterial Synthesis: Emphasizing the Need for Energy-Efficient Nanomaterial Preparation Techniques by Nazim Hasan, Manikandan Muthu, Othman Hakami, Judy Gopal

“…The alternative, energy-saving, energy-efficient methods, considering sustainability even at the nanomaterial synthesis level, have been put forth as recommendations. …”
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Designing a cost-effective policy mix for transition toward net-zero emissions: a case study of the mid-term plan by 2035 of Taiwan by Yi-Hua Wu, Tsung-Chen Lee

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Water supply of Zaporizhzhya Priazovye: nascent, stages of development, problems of nowadays and hygienic substantiation of ways of their solutions by Zagorodniuk K.Yu., Omelchuk S.T., Zagorodnyuk Yu.V., Vanat P.M., Nikulin M.I., Grinzovskyy A.M., Chyzhyk O.A.

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Nudibranch Suborders Classification based on Densely Connected Convolutional Networks by Timothy Christyan, Safitri Yuliana Utama, Bagus Tri Yulianto Darmawan, Faisal Dharma Adhinata

“…DenseNet with 201 layers shows a better generalization than other classifiers (accuracy of DenseNet 121, 169, 201, and baseline EfficientNet, respectively 53%, 41%, 73%, and 47%). …”
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An efficient surface electromyography-based gesture recognition algorithm based on multiscale fusion convolution and channel attention by Bin Jiang, Hao Wu, Qingling Xia, Hanguang Xiao, Bo Peng, Li Wang, Yun Zhao

“…Abstract In the field of rehabilitation, although deep learning have been widely used in multitype gesture recognition via surface electromyography (sEMG), their higher algorithmic complexity often leads to low computationally inefficient, which compromise their practicality. To achieve more efficient multitype recognition, We propose the Residual-Inception-Efficient (RIE) model, which integrates Inception and efficient channel attention (ECA). …”
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Can deep learning technology really recognize Mpox? A positive response from the EfficientNet model by Xiaoqian Zhao, Xiaoqian Zhao, Long Lyu, Li Zhang, Li Zhang

“…The model uses EfficientNet as the backbone network and employs transfer learning techniques to transfer the pre-trained EfficientNet parameters, originally trained on the ImageNet dataset, into this model. …”
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CPEL: A Causality-Aware, Parameter-Efficient Learning Framework for Adaptation of Large Language Models with Case Studies in Geriatric Care and Beyond by Jinzhong Xu, Junyi Gao, Xiaoming Liu, Guan Yang, Jie Liu, Yang Long, Ziyue Huang, Kai Yang

“…Adapting Large Language Models (LLMs) to specialized domains like geriatric care remains a significant challenge due to the limited availability of domain-specific data and the difficulty of achieving efficient yet effective fine-tuning. Current methods often fail to effectively harness domain-specific causal insights, which are crucial for understanding and solving complex problems in low-resource domains.To address these challenges, we propose Causality-Aware, Parameter-Efficient Learning (CPEL), a novel framework that leverages domain-specific causal relationships to guide a multi-layer, parameter-efficient fine-tuning process for more effective domain adaptation. …”
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Royal Navy: evolução e superioridadedo poder naval britânico na era dos navios a vela by Rodney Alfredo Pinto Lisboa

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SHOULD STATINS BE DISCONTINUED IN PERI-OPERATIVE PERIOD? by V. V. Lomivorotov, S. M. Efremov, M. N. Abubakirov, D. N. Merekin

“…The article describes different strategies of statins use in the peri-operative period in the patients undergoing cardiac and general surgery.…”
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PROJECT METHOD AS A MEANS OF FORMATION OF COMPETENCIES OF FUTURE PROFESSIONALS IN HOTEL AND RESTAURANT BUSINESS IN THE PROCESS OF ECOLOGY STUDIES by Tetiana I. Yusypiva, Halyna I. Miasoid

“…By applying qualitative method, it was found, that project work in the course of Ecology increases the efficiency of general and special competencies formation of Bachelors in Hotel & Restaurant Business, student satisfaction with the forms of class organization, learning methods and students’ interest in obtaining ecological knowledge.…”
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Comparative Analysis of the Government of Moldova and Georgia's Management of the Education Sector. The Magic Wand or the Achilles Heel? by Marcel OLARI

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Higher Order Mean Squared Error of Generalized Method of Moments Estimators for Nonlinear Models by Yi Hu, Xiaohua Xia, Ying Deng, Dongmei Guo

“…In order to improve the finite sample performance of generalized method of moments estimators, this paper studies higher-order mean squared error of two-step efficient generalized method of moments estimators for nonlinear models. …”
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Treatment of Wastewater Disposal from the General Hospital in Tuz Region Using Alum and Bentonite by Shno Mustafa Ali

“…The general hospital in Tuz town in Iraq suffers from the absence of a wastewater treatment plant, in which the disposals of the hospital are discharged directly into the sewerage system. …”
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TRIDENT: Text-Free Data Augmentation Using Image Embedding Decomposition for Domain Generalization by Yoonyoung Choi, Geunhyeok Yu, Hyoseok Hwang

“…To mitigate the effects of distribution shifts, domain generalization (DG) aims to enable models to generalize effectively to unseen target domains. …”
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