MetaverseBench: Instantiating and benchmarking metaverse challenges by Hainan Ye, Lei Wang

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IoTBench: A data centrical and configurable IoT benchmark suite by Simin Chen, Chunjie Luo, Wanling Gao, Lei Wang

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DPUBench: An application-driven scalable benchmark suite for comprehensive DPU evaluation by Zheng Wang, Chenxi Wang, Lei Wang

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HPC AI500 V3.0: A scalable HPC AI benchmarking framework by Zihan Jiang, Chunjie Luo, Wanling Gao, Lei Wang, Jianfeng Zhan

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Systematic benchmarking of nanopore Q20+ kit in SARS-CoV-2 whole genome sequencing by Junhong Luo, Zixinrong Meng, Xingyu Xu, Lei Wang, Kangchen Zhao, Xiaojuan Zhu, Qiao Qiao, Yiyue Ge, Lingfeng Mao, Lunbiao Cui, Lunbiao Cui

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Corrigendum: Systematic benchmarking of nanopore Q20+ kit in SARS-CoV-2 whole genome sequencing by Junhong Luo, Zixinrong Meng, Xingyu Xu, Lei Wang, Kangchen Zhao, Xiaojuan Zhu, Qiao Qiao, Yiyue Ge, Lingfeng Mao, Lunbiao Cui, Lunbiao Cui

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High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer by Wanling Gao, Lei Wang, Mingyu Chen, Jin Xiong, Chunjie Luo, Wenli Zhang, Yunyou Huang, Weiping Li, Guoxin Kang, Chen Zheng, Biwei Xie, Shaopeng Dai, Qian He, Hainan Ye, Yungang Bao, Jianfeng Zhan

“…BenchCouncil Transactions on Benchmarks, Standards and Evaluations…”
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Inverse design for material anisotropy and its application for a compact X-cut TFLN on-chip wavelength demultiplexer by Jiangbo Lyu, Tao Zhu, Yan Zhou, Zhenmin Chen, Yazhi Pi, Zhengtong Liu, Xiaochuan Xu, Ke Xu, Xu Ma, Lei Wang, Zizheng Cao, Shaohua Yu

“…The proposed method is used to design ultra-compact wavelength division demultiplexers in the X-cut thin-film lithium niobate (TFLN) platform. By benchmarking the device performances of our method with those of classical scalar-based inverse design, we demonstrate that this method properly addresses the critical issue of material anisotropy in the X-cut TFLN platform. …”
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A near-complete genome assembly of Thalia dealbata Fraser (Marantaceae) by Min Tang, Jialin Huang, Xiangli Ma, Juan Du, Yufen Bi, Peiwen Guo, Hao Lu, Lei Wang

“…The final assembly had a high contig N50 value (29.80 Mb) and benchmarking universal single-copy orthologs (BUSCO) recovery score (97.52%). …”
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Multifactorial evolutionary algorithm with adaptive transfer strategy based on decision tree by Wei Li, Xinyu Gao, Lei Wang

“…Finally, CEC2017 MFO benchmark problems, WCCI20-MTSO and WCCI20-MaTSO benchmark problems are used to verify the performance of the proposed algorithm EMT-ADT. …”
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An improved genetic algorithm with dynamic neighborhood search for job shop scheduling problem by Kongfu Hu, Lei Wang, Jingcao Cai, Long Cheng

“…The elite retention strategy is presented. Several benchmarks are used to evaluate the algorithm's performance, and the computational results demonstrate that IGA delivers promising and competitive outcomes for the considered JSP.…”
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Numerical investigation of the flow characteristics of Bingham fluid on a slope with corrected smooth particle hydrodynamics by Yanggui Li, Lei Wang, Yun Zhao, Heping Wang, Shengshan Li, Jinfang Jia

“…First, the accuracy and stability of the improved SPH method are verified by the benchmark problem impacting droplets. Then, the flow characteristics of the Bingham fluid on the slope and the influence of the slope inclination angle on the Bingham fluid movement process are studied with the improved SPH method. …”
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An Entropy-Assisted Particle Swarm Optimizer for Large-Scale Optimization Problem by Weian Guo, Lei Zhu, Lei Wang, Qidi Wu, Fanrong Kong

“…The proposed algorithm was applied to the large-scale optimization benchmark suite on CEC 2013 and the results demonstrate the proposed algorithm is feasible and competitive to address large scale optimization problems.…”
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Research on compensation standards for cultivated land protection based on a value-added benefit model in Xinjiang, China by Yuejian Wang, Yuejian Wang, Xin Yan, Xin Yan, Lei Wang, Lei Wang, Baofei Xia, Baofei Xia, Guang Yang, Guang Yang, Zili Fan

“…The average compensation standard for cultivated land protection in Xinjiang is 24.27 × 104 RMB/hm2, while the compensation standard for cultivated land protection in each state (city) is mainly influenced by the benchmark land price and the comprehensive value of cultivated land, of which the benchmark land price is the core factor affecting the compensation standard. …”
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A robust performance evaluation approach for solution preservation in multiobjective optimization by Anqi Pan, Chuang Wang, Bo Shen, Lei Wang

“…Experiments on multiobjective benchmark problems and a real-world optimization in a robotic manipulation system have proved the superiority of the proposed approach.…”
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Enhanced Brain Storm Optimization Algorithm Based on Modified Nelder–Mead and Elite Learning Mechanism by Wei Li, Haonan Luo, Lei Wang, Qiaoyong Jiang, Qingzheng Xu

“…The elite learning mechanism is used to guide the population to exploit the promising region, and the reinitialization strategy is used to alleviate the population stagnation caused by individual homogenization. CEC2014 benchmark problems and two engineering management prediction problems are used to assess the performance of the proposed BSONEM algorithm. …”
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Graph Convolution Network over Dependency Structure Improve Knowledge Base Question Answering by Chenggong Zhang, Daren Zha, Lei Wang, Nan Mu, Chengwei Yang, Bin Wang, Fuyong Xu

“…Compared with existing sequence models and query graph generation models, our approach achieves a 0.8–3% improvement on two benchmark datasets.…”
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Research on task offloading optimization strategies for vehicular networks based on game theory and deep reinforcement learning by Lei Wang, Wenjiang Zhou, Haitao Xu, Haitao Xu, Liang Li, Lei Cai, Xianwei Zhou

“…Simulation experiments confirm the convergence of the proposed algorithm. Compared with benchmark algorithms, the presented scheme effectively reduces delay and energy consumption while ensuring task completion.…”
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A Novel Analog Circuit Soft Fault Diagnosis Method Based on Convolutional Neural Network and Backward Difference by Chenggong Zhang, Daren Zha, Lei Wang, Nan Mu

“…The effectiveness of our proposal is verified by two benchmark circuits under symmetric and asymmetric fault conditions. …”
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An Iterative Method for Identifying Essential Proteins Based on Non-Negative Matrix Factorization by Jin Liu, Xiangyi Wang, Zhiping Chen, Yihong Tan, Xueyong Li, Zhen Zhang, Lei Wang

“…In PMNMF, an original PPI network will be constructed first based on PPIs downloaded from any given benchmark database. And then, based on topological features of protein nodes, the original PPI network will be further converted to a weighted PPI network. …”
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