An optimized LSTM-based equalizer for 100 Gigabit/s-class short-range fiber-optic communications by Vuong Quang Phuoc, Nguyen Van Dien, Ho Duc Tam Linh, Nguyen Van Tuan, Nguyen Van Hieu, Le Thai Son, Nguyen Tan Hung

“…In this paper, we demonstrated that an equalizer using neural networks can effectively improve the transmission performance of high-speed IM/DD systems. An optimization of a long short-term memory (LSTM) structure in terms of network depth and distribution of neurons in hidden layers leads to an enhancement of the overall performance of the 50 Gbaud PAM4 communications. …”
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Optimization of the Vibrational Comfort of Passenger Vehicles through Improvement of Suspension and Engine Rubber Mounting Setups by Felipe L. Mrad, Duarte M. L. Machado, Gutierrez J.C. Horta, Almeida U. Sad

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Model Predictive Voltage Control with Optimal Duty Cycle for Three-Phase Grid-Connected Inverter by Shahrouz Ebrahimpanah, Qihong Chen, Liyan Zhang, Misbawu Adam

“…In the proposed method, two voltage vectors are applied during one sampling interval to achieve better steady-state performance. Finally, the optimal duration of the nonzero voltage vector is defined based on the duty cycle optimization, which is vital to the control system. …”
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Optimization of the Plastic Area of a Borehole Based on the Gas Extraction Effect and Its Engineering Application by Kuan Wu, Shiliang Shi, Yi Lu, He Li, Min Li

“…Considering the safety and economy of construction, the optimal radius of the plastic zone is 64.9 mm.…”
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Image smoothing method based on global gradient sparsity and local relative gradient constraint optimization by Siyuan Li, Yuan Liu, Jiafu Zeng, Yepeng Liu, Yue Li, Qingsong Xie

“…To address this, this paper propose an image smoothing method based on global gradient sparsity and local relative gradient constraints optimization. To reduce the interference of complex texture details, adopting a multi-directional difference constrained global gradient sparsity decomposition method, which provides a guidance image with weaker texture detail gradients. …”
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From chaos to order: optimizing fecal microbiota transplantation for enhanced immune checkpoint inhibitors efficacy by Anqi Lin, Aimin Jiang, Lihaoyun Huang, Yu Li, Chunyanx Zhang, Lingxuan Zhu, Weiming Mou, Zaoqu Liu, Jian Zhang, Quan Cheng, Ting Wei, Peng Luo

“…The review delineates strategies for optimizing FMT formulations and systematically monitoring post-transplant microbiome dynamics. …”
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Robust Optimal Sliding-Mode Tracking Control for a Class of Uncertain Nonlinear MIMO Systems by Haiping Pang, Xiuqin Yang

“…Thus, the tracking error equation is established in a linear form, and the original nonlinear tracking problem is transformed into an optimal linear quadratic regulator (LQR) tracking problem. …”
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Improving Critical Frequency of the Electrothermal V-Shaped Actuator Using the Particle Swarm Optimization Algorithm by Phuc Hong Pham, Phuc Truong Duc, Kien Trung Hoang, Ngoc-Tam Bui

“…Moreover, the particle swarm optimization (PSO) algorithm is used to figure out the optimal beam dimensions aiming to increase the critical frequency while satisfying conditions such as mechanical stability, thermal safety, and suitable displacement of EVA. …”
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Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm by Dhanesh K. Sambariya, Rajendra Prasad

“…Three benchmark power system models as single-machine infinite-bus (SMIB) power system, two-area four-machine ten-bus power system, and IEEE New England ten-machine thirty-nine-bus power system are considered to examine the effectiveness of the designed controller. The BA optimized PID based PSS (BA-PID-PSS) controller is applied to these benchmark systems, and the performance is compared with controllers reported in literature. …”
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Optimization of Headways and Departure Times in Urban Bus Networks: A Case Study of Çorlu, Turkey by Huseyin Ceylan, Tayfun Ozcan

“…In this study, a bilevel simulation/optimization model is developed to optimize service headways and departure times of first buses from the beginning of the routes in urban bus networks. …”
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Distributed Algorithm for Real-Time Energy Optimal Routing Based on Dual Decomposition of Linear Programming by Jiří Trdlička, Zdeněk Hanzálek

“…This work proposes a novel in-network distributed algorithm for real-time energy optimal routing in ad hoc and sensor networks for systems with linear cost functions and constant communication delays. …”
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Integrated Optimization of Service-Oriented Train Plan and Schedule on Intercity Rail Network with Varying Demand by Wenliang Zhou, Junli Tian, Lianbo Deng, Jin Qin

“…For a better service level of a train operating plan, we propose an integrated optimization method of train planning and train scheduling, which generally are optimized, respectively. …”
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Intradural Intramedullary Mixed Type Hemangioma: Optimizing the Surgical Management through Intraoperative Neurophysiological Monitoring by Ahmad Jabir Rahyussalim, Adrian Situmeang, Ahmad Yanuar Safri, Zulfa Indah K. Fadhly

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Harnessing Machine Learning for Diabetes Prediction: Optimizing Classifiers to Tackle Canada's Growing Health Challenge by Mark Gerald Anastacio, Alam Md Twariqul

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Optimized Efficiency at Two Optimum Operations of a Stochastically Driven Quantum Dot Heat Engine by Yigermal Bassie, Tibebe Birhanu, Yoseph Abebe, Mulugeta Bekele

“…Using a unified criterion for energy converters, we find the optimum working condition for the heat engine. We study the optimized efficiency of a quantum dot heat engine according to the optimization criteria to find their corresponding optimized quantities in an external magnetic field (stochastic driving force). …”
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Retracted: Strategies of Using Multimedia Technology to Optimize Music Classroom Teaching in Primary and Secondary Schools by Advances in Multimedia

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Optimal selection of machine learning algorithms for ciprofloxacin prediction based on conventional water quality indicators by Shenqiong Jiang, Xiangju Cheng, Baoshan Shi, Dantong Zhu, Jun Xie, Zhihong Zhou

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The Optimal Forest Management of an Even-Aged Stand: The Biological Rotation versus the Land Expectation Value by Andres Susaeta, Chris Demers

“…It reviews and provides examples of two different approaches for determining the optimal rotation age of even-aged forest stands. These methods can help forest landowners and managers in making forestry investment decisions. …”
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New Sustainable Biosorbent Based on Recycled Deoiled Carob Seeds: Optimization of Heavy Metals Remediation by M. Farnane, A. Machrouhi, A. Elhalil, M. Abdennouri, S. Qourzal, H. Tounsadi, N. Barka

“…Based on this preliminary study, four independent variables including solution pH, biosorbents dosage, initial metal concentration, and treating agent were chosen for the optimization of the process using full-factorial experimental design. …”
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Optimizing Train-Set Circulation Plan in High-Speed Railway Networks Using Genetic Algorithm by Yun Wang, Yu Zhou, Xuedong Yan

“…An integer programming TCP model is established to optimize the train-set utilization scheme, aiming to obtain the one-to-one correspondence relationship among sets of train-sets, trip tasks, and maintenances. …”
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