Study on intelligent height adjustment control method of shearer based on coal-rock interface recognition by Songyong LIU, Cheng CHENG, Hongzhuang WU, Yuming CUI, Deyuan MENG, Lei SI

“…Coal-rock interface identification and automatic height adjustment are critical technologies for achieving intelligent and unmanned mining operations in longwall shearer systems. Traditional methods, such as manual observation or conventional techniques, are often employed for coal-rock interface identification. …”
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The optimization of micro propagation in almond (Prunus dulcis L.) in some genotypes/cultivars: To assess the effects of explant’s type and sterilization’s method on proliferation... by Farzaneh Razavi, Masume Asadi Aghbolaghi

“…This study focused to optimize micropropagation in 11 different almond (Prunus dulcis)’s genotypes/cultivars. …”
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Loss Function Optimization Method and Unsupervised Extraction Approach D-DBSCAN for Improving the Moving Target Perception of 3D Imaging Sonar by Jingfeng Yu, Aigen Huang, Zhongju Sun, Rui Huang, Gao Huang, Qianchuan Zhao

“…For rapid data annotation, a batch annotation method combining human expertise and multi-frame superposition is proposed. …”
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Multi-objective optimization of an open-pit mining system to determine safety buffer using the modified NBI method and the meta-model approach by Tahereh Khajvandsany, Hossein Amoozad Khalili, Ramezan Rezaeyan, Kourosh Nemati

“…Subsequently, the multi-objective optimization problem was solved using the NBI method. …”
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Unraveling regional variability in Dengue outbreaks in Brazil: leveraging the Moving Epidemics Method (MEM) and climate data to optimize vector control strategies. by Ayrton Sena Gouveia, Marcelo Ferreira da Costa Gomes, Iasmim Ferreira de Almeida, Raquel Martins Lana, Leonardo Soares Bastos, Lucas Monteiro Bianchi, Sara de Souza Oliveira, Eduardo Correa Araujo, Danielle Andreza da Cruz Ferreira, Dalila Machado Botelho Oliveira, Vinicius Barbosa Godinho, Luã Bida Vacaro, Thais Irene Souza Riback, Oswaldo Gonçalves Cruz, Flávio Codeço Coelho, Cláudia Torres Codeço

“…This study aimed to characterize Brazilian territory based on epidemiological and climate data to determine the optimal time to guide preventive and control strategies. …”
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Liquid chromatography-high resolution mass spectrometry based analysis of persistent mobile organic compounds in aqueous samples: Method development and optimization by Kyriaki Anagnostopoulou, Vasileios Alampanos, Eleni Evgenidou, Dimitra A. Lambropoulou

“…This study addresses these challenges by developing and optimizing a robust method for PMOC detection, integrating solid-phase extraction with liquid chromatography-high resolution mass spectrometry (SPE-LC-HRMS). …”
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Bi-Objective Optimization for Transportation: Generating Near-Optimal Subsets of Pareto Optimal Solutions by Hongyu Zhang, Qingfang Ruan, Yong Jin, Shuaian Wang

“…More importantly, the near-optimality of the Pareto optimal solution subset obtained by these methods is rigorously analyzed and proved from a mathematical point of view. …”
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The Equal-Time Waypoint Method: A Multi-AUV Path Planning Approach That Is Based on Velocity Variation by Chenxin Yin, Kai Shi, Hailong Wang

“…The resulting paths comply with kinematic constraints while achieving reduced energy consumption. The method enables velocity adjustments across different segments to prevent conflicts. …”
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An improved catastrophe progression method based on HMSLGWO–AHP for grouting quality assessment by Yushan Zhu, Zhu Yang, Ning Li, Jian Huang

“…Subsequently, the analytic hierarchy process (AHP) method improved by the hierarchical multi‐strategy learning gray wolf optimization (HMSLGWO) algorithm is employed to determine the relative significance of indices, in which, the HMSLGWO algorithm, augmented by Gaussian mixture model clustering and multi‐strategy learning, optimizes the consistency of the AHP judgment matrix. …”
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Dynamic Modeling of Limit Order Book and Market Maker Strategy Optimization Based on Markov Queue Theory by Fei Xie, Yang Liu, Changlong Hu, Shenbao Liang

“…Our study used Markov queuing theory to describe the state and price dynamics of the limit order book in detail and used optimization methods to construct and solve the optimal market maker strategy. …”
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A New Hyperparameter Tuning Framework for Regression Tasks in Deep Neural Network: Combined-Sampling Algorithm to Search the Optimized Hyperparameters by Nguyen Huu Tiep, Hae-Yong Jeong, Kyung-Doo Kim, Nguyen Xuan Mung, Nhu-Ngoc Dao, Hoai-Nam Tran, Van-Khanh Hoang, Nguyen Ngoc Anh, Mai The Vu

“…Our approach enables hyperparameter tuning for deep learning models with two hidden layers and multiple types of hyperparameters, enhancing the model’s capacity to work with complex optimization problems. The primary goal is to improve hyperparameter tuning performance in deep learning models compared to conventional methods such as Bayesian Optimization and Random Search. …”
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Optimization analysis of initial support for tunnels in water-rich fault zone based on fluid-solid interaction by Yuanyuan LI, Chunpeng LI, Dazhao HE, Xin KANG

“…The design of tunnel support structures in water-rich fault zones often relies on empirical and analogy-based methods, lacking rigorous and rational optimization methods. …”
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Study on Vibration Effects and Optimal Delay Time for Tunnel Cut-Blasting Beneath Existing Railways by Ruifeng Huang, Wenqing Li, Yongxiang Zheng, Zhong Li

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Assessment of Local Scour Patterns Around Bridge Piers and Optimal Placement in a 180-Degree Bend Using Experimental and Finite Volume Methods by Pooya Biranvand, Hamidreza Vossoughifar, Milad Khorani, Hamzeh Heidari Soureshjani

“…Notably, the most severe sediment deposition occurred at 30° and 60°, while reduced scour was observed at 150°. Based on flow behavior and scour depth analysis, optimal pier locations were identified to be within 0°–30° and 90°–180°, balancing flow stability and minimizing bed degradation.…”
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NUDIF: A Non-Uniform Deployment Framework for Distributed Inference in Heterogeneous Edge Clusters by Peng Li, Chen Qing, Hao Liu

“…Distributed inference in resource-constrained heterogeneous edge clusters is fundamentally limited by disparities in device capabilities and load imbalance issues. Existing methods predominantly focus on optimizing single-pipeline allocation schemes for partitioned sub-models. …”
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Low-temperature partitioning extraction optimized for antibiotics quantification in sewage sludge by liquid chromatography-tandem mass spectrometry by Camila Cristina Rodrigues Ferreira da Cunha, Mylena Gomes Freitas, Daniel Aparecido da Silva Rodrigues, André Luis Correa de Barros, Marcelo Carlos Ribeiro, Aline Gomes de Oliveira Paranhos, Sérgio Francisco de, Ananda Lima Sanson, Robson José de Cássia Franco Afonso

“…Sewage sludge samples collected from two municipal wastewater treatment plants in Minas Gerais state/Brazil revealed the presence of TMP (174.2 and 134.8 ng g-1 dw) while sulfonamides were lower than the method detection limit. …”
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Upper Extremity Splint ApplicationMaster's MethodMaster's MethodMaster's MethodMaster's MethodMaster's MethodMaster's MethodMaster's Method by Jonathan D. Grabau, MD, Hannah T. Hoopes, MD, Christine Ho, MD

“…Generally, upper extremity splints are used as a method of temporary immobilization while awaiting definitive management, which may involve conversion to a cast once the swelling has resolved or following surgical intervention. …”
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AI-Driven Optimization of Smart Spaces: A WASPAS Decision Model to Intelligent Environment Design by Yang Wu

“…This research presents a unique computational strategy that addresses the challenges of smart space design by leveraging AI-driven optimization principles. To handle uncertainty and imprecision in data, we propose merging Dempster-Shafer Fuzzy Sets (DSFS) with the Weighted Aggregated Sum Product Assessment (WASPAS) method for multi-criteria decisions. …”
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An overview of ahead geological detection technologies in tunnels by Dingchao Chen, Xiangyu Wang, Jianbiao Bai, Yuan Chu, Xian Wang, Jiaxin Zhao, Menglong Li

“…This paper examines the evolution of geological detection methods in tunnel construction, and categorizing them into traditional ahead geological detection methods and ahead detection while excavation (DWE) methods. …”
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Advanced Optimization of Alkalinization Processes for Date Palm Fibers Using Response Surface Methodology with Taguchi Design (L16) by Mohamed Fnides, Salah Amroune, Ahmed Belaadi, Khalissa Saada, Mahmood M. S. Abdullah, Amar Al-Khawlani, Iryna Klimkina, Abebayehu Abdela Gelgelu

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