Recent Advances in Tunable External Cavity Diode Lasers by Yan Wang, Yue Song

“…Furthermore, dual-wavelength external cavity tunable diode lasers are gaining importance in applications such as optical switching and terahertz radiation generation. With the continuous optimization of chips and external cavity structures, external cavity diode lasers are increasingly recognized as promising light sources with narrow linewidth and wide tunability, opening up broader application prospects.…”
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The Modeling of Comprehensive Evaluation System of College Teachers’ Professional Quality Based on Deep Learning by Xiaoying Yang

“…Judging from the actual situation of the reasonable evaluation of college teachers, the evaluation of teachers’ psychological quality, teaching curriculum quality, and ideological and moral quality with the help of this system can provide a good guarantee for the continuous optimization and improvement of teachers. At the same time, it can play an important and positive role in the continuous improvement of teachers and the innovation and development of classroom teaching. …”
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Evaluating Urban Community Sustainability by Integrating Housing, Ecosystem Services, and Landscape Configuration by Liang Zhou, Haowei Mu, Bao Wang, Bo Yuan, Xuewei Dang

“…Along with the continuous optimization of landscape configuration, the priority should be given to housing reconstruction and improvement of ecosystem services further. …”
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Online Vulnerability Assessment in Cascading Failure Analysis Using an Intelligence Monitoring Model by Saber Armaghani, Zahra Moravej

“…Since load feeders and load response are considered in this paper, the mentioned problem is defined in the form of discrete-continuous optimization to determine the location and amount of necessary load removal as well as the amount of load transfer between the load buses to establish long-term voltage stability in the transmission network using discrete and continuous particle swarm algorithm. …”
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Improving the Performance of Whale Optimization Algorithm through OpenCL-Based FPGA Accelerator by Qiangqiang Jiang, Yuanjun Guo, Zhile Yang, Zheng Wang, Dongsheng Yang, Xianyu Zhou

“…Whale optimization algorithm (WOA), known as a novel nature-inspired swarm optimization algorithm, demonstrates superiority in handling global continuous optimization problems. However, its performance deteriorates when applied to large-scale complex problems due to rapidly increasing execution time required for huge computational tasks. …”
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dotears: Scalable and consistent directed acyclic graph estimation using observational and interventional data by Albert Xue, Jingyou Rao, Sriram Sankararaman, Harold Pimentel

“…We present dotears [doo-tairs], a continuous optimization framework leveraging observational and interventional data to infer causal structure, assuming a linear Structural Equation Model. dotears exploits structural consequences of hard interventions to estimate and correct for error variance structure. dotears is a provably consistent estimator of the true DAG under mild assumptions and outperforms other state-of-the-art methods in varied simulations. …”
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Automated process assessment of primary healthcare for hyperlipidemia: preliminary findings and implications form Anhui, China by Ningjing Yang, Yuning Wang, Ying Li, Dongying Xiao, Ruirui Cui, Nana Li, Rong Liu, Jing Chai, Xingrong Shen, Debin Wang

“…This study aims at identifying pragmatic measures out from routinely collected electronic records to enable automatic monitoring and inform continuous optimization of HL-management at PHC settings. …”
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Design and Simulation of Disc-type Magnetorheological Brake based on Rectangular Bump by Weicheng Wang, Yiping Luo, Lei Wang, Hao Xiong

“…The simulation model is established based on Matlab/Simulink， and the size parameters of rectangular bump are continuously optimized. The simulation results show that when there are 12 rectangular bumps with a width of 2 mm and a depth of 1.5 mm， the braking torque is 626 N·m， which is 31.5% higher than that of the bumps without machining. …”
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Dynamic Multidrug Therapies for HIV: Optimal and STI Control Approaches by B. M. Adams, H. T. Banks, Hee-Dae Kwon, Hien T. Tran

“…Wederive HIV therapeutic strategies by formulating and analyzing anoptimal control problem using two types of dynamic treatmentsrepresenting reverse transcriptase (RT) inhibitors and proteaseinhibitors (PIs). Continuous optimal therapies are found bysolving the corresponding optimality systems. …”
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Research and development of network representation learning by Ying YIN, Lixin JI, Ruiyang HUANG, Lixin DU

“…Network representation learning is a bridge between network raw data and network application tasks which aims to map nodes in the network to vectors in the low-dimensional space.These vectors can be used as input to the machine learning model for social network application tasks such as node classification,community discovery,and link prediction.The traditional network representation learning methods are based on homogeneous information network.In the real world,the network is often heterogeneous with multiple types of nodes and edges.Moreover,from the perspective of time,the network is constantly changing.Therefore,the research method of network representation learning is continuously optimized with the complexity of network data.Different kinds of network representation learning methods based on different networks were introduced and the application scenarios of network representation learning were expounded.…”
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Improving User Experience for the Web Platform Spotlight Heritage Timisoara with AI Technologies by Valentin Sorescu, Diana Andone

“…Feedback received from users has been essential in continuously optimizing functionalities and improving the user experience. …”
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Optimization Method of RFID Reader Antenna Deployment in Obstacle Environment Based on Improved FA by Tao Hong, Yixuan Jiang, Cui Wang

“…Finally, to improve the algorithm’s continuous optimality-seeking ability, a Gaussian variation operation strategy based on elite fireflies is introduced to ensure the algorithm’s optimality-seeking throughout the process.…”
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Research on optimal two element exchange algorithm for large scale cloud computing server scheduling problem by Wanliang WANG, Zelin ZANG, Guoqi CHEN, Hangyao TU, Yule WANG, Linyan LU

“…With the flourishing of cloud computing industry,the rational management and scientific scheduling of cloud computing servers has become an important issue.In terms of model,a new mixed integer programming (MIP) model with affinity constraints and anti-affinity constraints was proposed to describe the scheduling problem of large scale cloud computing server.Considering the time cost of solving large-scale MIP problems,an optimal two element exchange algorithm was designed with the basics of branch and bound method and local search algorithm.By constantly extracting MIP sub-problems from completing scheduling problems and using branch and bound method to solve the sub-problems,the algorithm continuously optimized the server scheduling schemes,so that the scheduling schemes approached the optimal solution.The experimental results show that the algorithm has great advantages over the other methods in testing data set ALISS,and can reduce the resource consumption of cloud computing center by more than 4% when the same task is completed.…”
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Legislation Related to the EU Mandatory Labeling System for Genetically Modified Foods and Enlightenments Drawn from It by ZHANG Jing, LUO Jiaoni

“…Continuously expanding the scope of GMF labeling, reducing labeling risk thresholds, establishing a whole-process traceability and genetically modified ingredient testing system, continuously optimizing the labeling system for GMF, and building a sound legal system concerning GMF labeling are the mandatory characteristics of EU GMF safety supervision. …”
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Dual Convolution Neural Networks of Ensemble Learning with Attention Mechanism for Rice Classification by Cheng Linfeng

“…In the future, it is necessary to continuously optimize the structure of integrated models and adjust their hyperparameters to achieve better stability.…”
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Recovering Uniform Coverage in a 3D Survey: Case Study from Onshore Southern India by K. Shukla, P. Jaiswal, C. S. Singh

“…In general, issues related to offset-limit, shot-density, and grid-spacing are a matter of continual optimization in 3D surveys.…”
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Advances and Challenges in the Research of Integration Methods of Animal Experimental Evidence by ZHENG Qingyong, LI Tengfei, XU Jianguo, ZHOU Yongjia, MA Zhichao, WANG Na, LI Molan, YANG Wenjing, WU Peirun, WANG Haidong, TIAN Jinhui

“…Finally, the paper addresses the main challenges currently encountered in the integration of evidence from animal experiments and proposes targeted improvement strategies aimed at enhancing the efficiency of translating research outcomes into clinical practice and promoting the advancement of evidence-based medicine. By continuously optimizing original experimental research protocols and evidence integration practices, this work aims to establish a more efficient and scientific environment for the synthesis of evidence from animal experiments, ultimately contributing to clinical trials and human health.…”
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Optimizing the Future: A Game Theory to Tumor Therapeutic Strategies by Fang-Yuan Liu, Xin Liu, Dan-Ni Ding, Shao-Xuan Liu, Jing Xu, Yu-Xin Zhao, Yan-Hong Wang, Feng-Juan Han

“…Results We found that when malignant tumors exhibit vigorous proliferation, doctors should administer Chinese medicine in conjunction with chemotherapy drugs, continuously optimizing the therapeutic effect of the Chinese medicine. …”
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Grounding Grid Electrical Impedance Imaging Method Based on an Improved Conditional Generative Adversarial Network by Ke Zhu, Donghui Luo, Zhengzheng Fu, Zhihang Xue, Xianghang Bu

“…Finally, the generator and discriminator continuously optimized the objective function and conducted adversarial training to achieve ground grid electrical impedance imaging. …”
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Level measurement, regional variations, and the dynamic evolution of active aging in China—analysis based on CHARLS tracking data by Jiru Guo, Xiaoli Zhang, Xiaoli Zhang, Longyin Chen, Hong Yang

“…While the eastern region exhibits uneven development, the central and western regions have generally had more balanced growth.DiscussionTo improve the level of active aging among older adult individuals in China, policymakers should continuously optimize policies and pay more attention to the economic status and social participation of the older adult. …”
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