Application of PFI-4DVar Data Assimilation Technique to Nowcasting of Numerical Model by Jiang Wenjing, Liang Xudong

“…Moreover, the precipitation of assimilation test is mainly caused by process of cumulus.A batch test is carried out on 17 precipitation cases of North China in August 2018. …”
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Pb(II) Removal Process in a Packed Column System with Xanthation-Modified Deoiled Allspice Husk by Efrain Palma-Anaya, Cheikh Fall, Teresa Torres-Blancas, Patricia Balderas-Hernández, Julian Cruz-Olivares, Carlos E. Barrera-Díaz, Gabriela Roa-Morales

“…Merrill as biosorbent in a batch and in continuous flow column systems, respectively. …”
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Adaptive Production Rescheduling System for Managing Unforeseen Disruptions by Andy J. Figueroa, Raul Poler, Beatriz Andres

“…The approach begins by generating an optimal production plan through batch assignments to machines. When unforeseen events, such as machine breakdowns or raw material shortages, occur, a dynamic rescheduling process is triggered, employing an iterative and reactive algorithm to adapt the plan to the real-time conditions on the shop floor. …”
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Tuning Genetic Algorithm Parameters to Improve Convergence Time by Maria Angelova, Tania Pencheva

“…Fermentation processes by nature are complex, time-varying, and highly nonlinear. As dynamic systems their modeling and further high-quality control are a serious challenge. …”
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Malware detection approach based on improved SOINN by Bin ZHANG, Lixun LI, Shuqin DONG

“…To deal with the problems of dynamic update of detection model and high computation costs in malware detection model based on batch learning,a novel malware detection approach is proposed by combing SOINN and supervised classifiers,to reduce computation costs and enable the detection model to update dynamically with the assistance of SOINN′s incremental learning characteristic.Firstly,the improved SOINN was given.According to the whole alignment algorithm,search the adjusted weights of neurons under all input sequences in the learning cycle and then calculate the average value of all adjusted weights as the final result,to avoid SOINN′s stability under different input sequences and representativeness of original data,therefore improve malware detection accuracy.Then a data preprocessing algorithm was proposed based on nonnegative matrix factor and Z-score normalization to transfer the malware behavior feature vector from high dimension and high order to low dimension and low order,to speed up and avoid overfitting and further improve detection accuracy.The results of experiments show that proposed approach supports dynamic updating of detection model and has a significantly higher accuracy of detecting unknown new samples and lower computation costs than tradition methods.…”
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Hetero-Disubstituted Sugarcane Bagasse as an Efficient Bioadsorbent for Cationic Dyes by Megg Madonyk Cota Elias Carvalho, Liliane Catone Soares, Oscar Fernando Herrera Adarme, Gabriel Max Dias Ferreira, Ranylson Marcello Leal Savedra, Melissa Fabíola Siqueira, Eduardo Ribeiro de Azevedo, Leandro Vinícius Alves Gurgel

“…A hetero-disubstituted sugarcane bagasse (HDSB) was prepared by simultaneous one-pot chemical modification of sugarcane bagasse with succinic and phthalic anhydrides. HDSB was used in batch mode for the removal of the cationic dyes auramine-O (AO) and safranin-T (ST) from spiked aqueous solutions. …”
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Compatibility Design for Multiple Types of Video Encoding Boards Based on Middleware by ZHANG Ping

“…Verification and application results underscored the efficacy of the proposed solution in addressing dynamic replacements and compatibility across different types of video encoding boards without necessitating a restart of the 6A video subsystem, thereby improving operational efficiency in batch application and maintenance of the 6A video subsystem. …”
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Enhancing Real-Time Detection Transformer (RT-DETR) for Handgun Detection on Nvidia Jetson by Luis Bustamante, Juan C. Gutiérrez

“…Building on the RT-DETR architecture and its latest version, RT-DETR v2, we introduce improvements such as the Bidirectional Feature Pyramid Network (BiFPN) for enhanced small object de- tection and dynamic batch processing to maximize computational efficiency and re- source utilization on edge devices like the Nvidia Jetson AGX Xavier for efficient real- time deployment. …”
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Efficient handover authentication protocol for cloud-edge collaborative UAV networks by RUI Li, ZHANG Xiongwei, YANG Jibin, XU Weiguang

“…A Chinese remainder theorem-based dynamic CRP fragmentation mechanism was developed for batch synchronization, enabling regional non-real-time pre-negotiation to enhance efficiency and stability during real-time handover authentication. …”
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Research on deep reinforcement learning in Internet of vehicles edge computing based on Quasi-Newton method by ZHANG Jianwu, LU Zetao, ZHANG Qianhua, ZHAN Ming

“…The algorithm was designed by initially incorporating batch normalization techniques to optimize the training process of deep neural networks. …”
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Evaluation of Multimerization of Aptamers against SARS-CoV-2 Delta Variant VLP as A Refinement Strategy in The Detection of the SARS-CoV-2 Virus by Dr Siti Farah Nawi, Mr Amir Muhaimin Akmal Shukri, Assoc Prof Dr Wang Seok Mui, Assoc Prof Dr Chia Suet Lin, Dr Citartan Marimuthu

“…Their production is cheaper, faster, and simpler with ease of chemical modifications with no batch-to-batch variation. The existing aptamers can be further improved by rational design approach, such as multimerization. …”
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Modified generative adversarial network and Pseudo- Zernike matrix features extraction for human-computer interactive gesture recognition by Jing Yu, Lu Zhao

“…Gesture recognition aims to understand the dynamic gestures of human body, and is one of the most important interaction methods in the field of human-computer interaction. …”
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Real-Time Evaluation Method of Vehicle Conflict Risk on Urban Expressway Based on Smartphone GPS Data by Le-Ning Wang

“…The results showed that the easily obtained smartphone GPS data may be effectively used to analyze the abnormal behavior of vehicles, identify vehicle conflict risk points hidden in urban expressways in real time to provide effective methods for batch and dynamic real-time evaluations of vehicle conflict risks on urban expressways, and improve the traffic safety service level of urban expressways.…”
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A guide for active learning in synergistic drug discovery by Shuhui Wang, Alexandre Allauzen, Philippe Nghe, Vaitea Opuu

“…The synergy yield ratio is observed to be even higher with smaller batch sizes, where dynamic tuning of the exploration-exploitation strategy can further enhance performance. …”
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Optimisation of whey permeate anaerobic digestion at different inoculum to substrate ratios and initial pH values under mesophilic conditions by Aldyon Restu Azkarahman, Denise Cysneiros, Afroditi Chatzifragkou, Kimon-Andreas G. Karatzas

“…The results confirmed a dynamic effect of ISR and temperature throughout whey permeate AD. …”
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Impact of Water Vapor on the Predictive Modeling of Full-Scale Indirectly Heated Biomass Torrefaction System Throughput Capacity by Chaitanya Bhatraju, Matthew Russell, Martijn Dekker

“…Previous research, primarily based on lab-scale batch processes, has not adequately addressed scale-up challenges or the dynamic evolution of torrefaction gas. …”
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Short-Term Traffic Flow Forecasting Model Based on GA-TCN by Rongji Zhang, Feng Sun, Ziwen Song, Xiaolin Wang, Yingcui Du, Shulong Dong

“…The proposed model can provide important support for the formulation of a dynamic traffic control scheme.…”
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A Joint Optimization Model of Production Scheduling and Maintenance Based on Data Driven for a Parallel-Series Production Line by Kai Zhu

“…However, a production line often operates under dynamically operational and environmental conditions and the production scheduling is also a very important factor for the maintenance of a production line. …”
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Surface charge modulation in metal-crosslinked sodium alginate-chitosan composite adsorbent: Optimized anionic-to-cationic polysaccharide component ratio for Cd and Cr removal from... by Aminat Mohammed Ahmed, Mhamed Berrada, Menbere Leul Mekonnen, Ayalew H. Assen, Ephriem Tadesse Mengesha, Redouane Beniazza, Kebede Nigussie Mekonnen, Youssef Belmabkhout

“…The composite beads were employed in batch mode for adsorptive removal of Cd2+ and Cr3+, offering the maximum uptakes of 77.88 mgCd2+/g and 66.36 mgCr3+/g. …”
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Research on an Ecological Sensitivity Evaluation of Mountain-Type National Parks Under Multi-Modal Optimization: A Case Study of Shennongjia, China by Xingyu Zhou, Huan Huang, Shi Dai, Duanya Zheng, Jie Zhao

“…This study takes Shennongjia Forestry District, a pioneer among China’s first-batch national parks, as an study object to optimize the ecological sensitivity evaluation framework. …”
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