Efficient Quantum Cooling Algorithm for Fermionic Systems by Lucas Marti, Refik Mansuroglu, Michael J. Hartmann

“…With these insights, we design a ground state cooling algorithm for fermionic systems that is efficient, i.e. its runtime is polynomial in the system size, as long as the initial state is prepared in a low-energy sector of polynomial size. …”
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Taxonomic Robot Identifiers: Toward General Classification and Oversight for Autonomous Systems by Satoru Isaka

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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…Abstract The exponential increase in publicly available sequencing data and genomic resources necessitates the development of highly efficient methods for data processing and analysis. …”
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Regularities In The Development Of The Theory Of Energy Efficiency Management by Yevheniia Ziabina, Yevhen Kovalenko

“…Methodological tools of the study were methods of logical generalization, comparative analysis and trend and bibliometric analysis – to identify patterns in developing the theory of energy efficiency of the national economy; the study period was chosen from 2000 to 2020. …”
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Grid cells, place cells, and geodesic generalization for spatial reinforcement learning. by Nicholas J Gustafson, Nathaniel D Daw

“…Accordingly, although neural populations collectively offer a precise representation of position, our simulations of navigational tasks verify the suggestion that RL gains efficiency from the more diffuse tuning of individual neurons, which allows learning about rewards to generalize over longer distances given fewer training experiences. …”
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USE OF MEDIA MATERIALS IN TEACHING ENGLISH: INTERPRETATION OF GENERAL DIDACTIC PRINCIPLES by Ruslan M. Kliuchnyk

“…In particular, special attention has been paid to general didactic principles and their interpretation. …”
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A fine tuned EfficientNet-B0 convolutional neural network for accurate and efficient classification of apple leaf diseases by Hassan Ali, Noora Shifa, Rachid Benlamri, Aitazaz A. Farooque, Raziq Yaqub

“…Abstract Precise classification and detection of apple diseases are essential for efficient crop management and maximizing yield. This paper presents a fine-tuned EfficientNet-B0 convolutional neural network (CNN) for the automated classification of apple leaf diseases. …”
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A generalized deep learning model to detect and classify volcano seismicity by David Fee, Darren Tan, John Lyons, Mariangela Sciotto, Andrea Cannata, Alicia Hotovec-Ellis, Társilo Girona, Aaron Wech, Diana Roman, Matthew Haney, Silvio De Angelis

“…However, the wide variety of volcano seismic signals and increasing amounts of data make accurate, consistent, and efficient detection and classification challenging. …”
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Generalized domain prompt learning for accessible scientific vision-language models by Qinglong Cao, Yuntian Chen, Lu Lu, Hao Sun, Zhengzhong Zeng, Xiaokang Yang, Dongxiao Zhang

“…To address these challenges and promote more sustainable and equitable research, we introduce the generalized domain prompt learning framework. This framework enables the efficient transfer of robust recognition capabilities from natural vision to specialized domains without the need for large datasets or heavy computational overhead. …”
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Using lightweight method to detect landslide from satellite imagery by Jinchi Dai, Xiaoai Dai, Renyuan Zhang, JiaXin Ma, Wenyu Li, Heng Lu, Weile Li, Shuneng Liang, Tangrui Dai, Yunfeng Shan, Donghui Zhang, Lei Zhao

“…Accurate, rapid, and automated landslide detection is crucial for early warning, emergency management, and landslide mechanism analysis. Increasingly general-purpose detection models are being deployed for these complex and dynamic tasks involving features that are difficult to characterize. …”
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Organising general practice for care homes: a multi-method study by Barbara Hanratty, Rachel Stocker, David Sinclair, Katie Brittain, Karen Spilsbury, Daniel Stow, Louise Robinson, Fiona E Matthews

“…This study suggests that this intervention has potential to introduce efficiencies into care delivery and it is generally well received by homes. …”
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Comparative analysis of adaptive and general labeling methods for soybean leaf detection by Yuseok Jeong, Yuseok Jeong, Song Lim Kim, Thanh Tuan Thai, Thanh Tuan Thai, Thanh Tuan Thai, Anh Tuan Le, Anh Tuan Le, Chaewon Lee, Hyo Jun Bae, Inchan Choi, Sheikh Mansoor, Yong Suk Chung, Kyung-Hwan Kim

“…We compare a traditional general labeling technique against a new context-aware method that utilizes information about leaf length and bottom extremities. …”
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PARALLEL ALGORITHM FOR CALCULATING GENERAL EQUILIBRIUM IN MULTIREGION ECONOMIC GROWTH MODELS by Nikolai B. Melnikov, Arseniy P. Gruzdev, Michael G. Dalton, Brian C. O'Neill

“…We develop and analyze a parallel algorithm for computing a solution in a multiregion dynamic general equilibrium model. The algorithm is based on an iterative method of the Gauss–Seidel type and exploits a special block structure of the model. …”
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A Generalized Modularity for Computing Community Structure in Fully Signed Networks by Xiaochen He, Ruochen Zhang, Bin Zhu

“…In this paper, we present a generalized framework of community structure in fully signed networks, based on which a variant of modularity is designed. …”
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A Novel Approach to the Fractional Laplacian via Generalized Spherical Means by Fethi Bouzeffour

“…Specifically, we demonstrate that this new definition allows us to reduce any <i>n</i>-dimensional fractional Laplacian to a one-dimensional operator, which simplifies computation and enhances efficiency. We propose two methods for computing the generalized spherical means of a given function: one by solving standard wave equations and the other by solving Darboux’s equations.…”
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EFFECTS OF WHOLE BODY GASCRYOTHERAPY ON THE GENERAL AND BIOCHEMICAL BLOOD PARAMETERS IN ATHLETES by L. A. Malkevich, V. G. Kryuchok, M. L. Levin, A. A. Mahanek, E. G. Volkova

“…The results of the effect of cryotherapy on the general and biochemical composition of the blood parameters in highly skilled athletes are presented. …”
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Iris recognition based on generalized Gaussian distribution FDCT_Wrap and FSVM by Zhenhong HE

“…In order to improve the accuracy rate of iris recognition,an improved curvelet transform algorithm for iris recognition was proposed.Firstly,the iris image was decomposed with fast discrete curvelet transform by wrapping algorithm.Mean variance and energy of curvelet sub-band coefficients in different scales and different orientations were extracted.The weights of sub-bands were estimated by generalized Gaussian distribution.The feature vectors with stronger classification ability had large weight,which were calculated to constitute feature vectors of iris image.Finally,feature vectors were matched and recognized by classifier combined with fuzzy support vector machine and binary decision tree.The algorithm performances were tested with UBIRIS and CASIA iris database.Simulation results show that the proposed algorithm has higher recognition accuracy rate and efficiency.It is feasibility.…”
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An Out Space Accelerating Algorithm for Generalized Affine Multiplicative Programs Problem by Lei Cai, Shuai Tang, Jingben Yin, Zhisong Hou, Hongwei Jiao

“…This paper presents an out space branch-and-bound algorithm for solving generalized affine multiplicative programs problem. …”
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The General Properties of Solar Cells Generations -Quantum Dot as Study Case by Iman Mohsen Ahmed, Omar Ibrahim Alsaif, Qais Th. Algwari

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Switched Systems Reduction Framework Based on Convex Combination of Generalized Gramians by Hamid Reza Shaker, Rafael Wisniewski

“…In order to avoid numerical instability and also to increase the numerical efficiency, convex generalized gramian-based Petrov-Galerkin projection is constructed instead of the similarity transform approach for reduction. …”
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