Research on artificial intelligence-driven container relocation problem for green ports by Sisi Zheng, Jin Sha, Yinying Kong, Yougan Wang

“…IntroductionContainer relocation in port yards represents a canonical NP-hard problem, characterized by high-dimensional nonlinear constraints and stringent real-time decision-making requirements.MethodsThis study proposes a unified framework integrating an Intelligent Decision-Driven Model (IDDM), an Adaptive Data Generator (ADG), and an Optimization–Learning Closed-Loop Framework (OLCF).ResultsThe IDDM leverages heuristic search and machine learning within a multi-stage decision mechanism to mitigate the curse of dimensionality; in two-dimensional scenarios involving 50–100 containers, the model achieves an average response time of 9.83 ± 0.12 µs and reduces relocation operations by 61.68%. …”
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Metronome-guided Rhythmic Auditory Stimulation with Visual Feedback for Fall Prevention in Elderly: A Randomised Controlled Trial by Abha Khisty, Zafar Azeem, Tushar Palekar

“…Materials and Methods: This randomised controlled trial was conducted at the Department of Physiotherapy, Dr. …”
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Intelligent Traffic Management Using Machine Vision Techniques in Smart Cities by Peyman Babaei

“…In this article, the effectiveness of deep learning methods based on machine vision in traffic management applications, including automatic recognition and recognition of license plates, recognition and identification of traffic signs, recognition and classification of cars, recognition of pedestrians and recognition of road lines, has been investigated. …”
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A Personalized Approach to the Treatment of Primary Open-Angle Glaucoma by A. L. Onishchenko, N. V. Maltseva, A. Sh. Smirnova, O. M. Kazantseva, S. I. Makogon

“…Aim — to study of gene polymorphisms affecting the effectiveness of timolol treatment of primary open-angle glaucoma.Patients and Methods. The study included 39 Russian patients (29 women and 10 men) aged 53 to 89 years old with a diagnosis of primary open-angle glaucoma (POAG). …”
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ESOPHAGEAL PATHOLOGY IN SCLERODERMA SYSTEMATICA: CLINICAL AND ENDOSCOPIC FINDINGS by A E Karateev, M M Movsisyan, L P Ananyeva, S G Radenska-Lopovok

“…Subjects and methods. Three hundred and fifty-six patients (women, 92.6%; men, 7.4%) aged 47.8±19.7 years with SDS and 1018 patients (women, 89.0%; men, 11.0%) aged 44.1±16.3 years with rheumatoid arthritis (RA) were examined. …”
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Machine Learning-Based Predictive Maintenance for Photovoltaic Systems by Ali Al-Humairi, Enmar Khalis, Zuhair A. Al-Hemyari, Peter Jung

“…This paper introduces an AI-based robotic cleaning system that can independently forecast and schedule cleaning sessions from real-time sensor and environmental data. Methods: The system integrates sources of data like embedded sensors, weather stations, and DustIQ data to create an integrated dataset for predictive modeling. …”
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Evaluating Key Biomotor Abilities: A Comparison between National and International Elite Tennis Players by Pratham Singh, Dharmander Kumar, Mohit Morya, Rishabh Singh, Md. Hamidur Rahman

“…Biomotor ability is essential for elite tennis players, as it significantly contributes to increased efficiency, responsiveness and overall performance on the court. …”
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Optimal Planning of Wind-Based DG: A Two-Stage Approach Linking Penetration Factor, Turbine Type Selection, Capacity, and Power Factors to Minimize Line Losses by Sina Saboktakin, Tarek Medalel Masaud, Ehab F. El-Saadany

“…The growing penetration of wind energy into power distribution networks necessitates advanced planning models to ensure efficient integration and improved network operation. …”
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Menadione Sodium Bisulfite Loaded Rhamnolipid Based Solid Lipid Nanoparticle as Skin Lightener Formulation: A Green Production Beside In Vitro/In Vivo Safety Index Evaluation by Fatemeh Asadpour Panbehchouleh, Hossein Amani, Majid Saeedi

“…Purpose: In the current investigation, an ultrasonic approach was performed to produce menadione sodium bisulfite-loaded solid lipid nanoparticles (MSB-SLNs) with rhamnolipid as bio-surfactant, which aimed to increase the dermal delivery and anti-pigmentation effect. Methods: To achieve optimum delivery for MSB, the impact of the ratio of two surfactants (rhamnolipid: Tween) on nanoparticle attributes and the respective functions were evaluated. …”
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Optimal Pre-disaster and Post-disaster Scheduling of Mobile Energy Storage Considering the Influence of Transportation Network by XIE Peikun, LI Liang, SHI Yuanjie, SHENG Qing, LI Zhenkun

“…However， existing research primarily focuses on the post-disaster scheduling of MES， neglecting the critical impact of traffic conditions， thereby failing to maximize the emergency response capabilities of MES. [Methods] Therefore， this study proposes an MES scheduling strategy that integrates both pre- and post-disaster dynamic scheduling， accounting for the influence of transportation networks. …”
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Dispersion of optical constants of Si:PbGeO crystal in the terahertz range by V. R. Bilyk, K. A. Brekhov, M. B. Agranat, E. D. Mishina

“…For any application of ferroelectric crystals in the THz range, knowledge of the relevant linear optical characteristics is also necessary.Methods. The technique of THz spectroscopy in the time domain was used; here, a picosecond THz pulse transmitted through the crystal is recorded by strobing the detector with a femtosecond optical pulse. …”
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Experimental Evaluation of Residual Oil Saturation in Solvent-Assisted SAGD Using Single-Component Solvents by Fernando Rengifo Barbosa, Amin Kordestany, Brij Maini

“…Oil saturation within the steam chamber plays a critical role in determining both the economic viability and resource efficiency of SAGD operations. …”
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Production of aluminum alloys in electrolysis cells based on Hall-Héroult process: a review by ZHANG Cheng, XUE Ji-lai, LIU Xuan, LI Xiang, ZHU Jun, LIU Qiao-chu, QIAN Yi

“…Compared with the traditional alloy production methods, H-H-based processes have a great potential in improving product quality, simplifying production process, and reducing energy consumption. …”
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Modeling optimal combination of breast and cervical cancer screening strategies in China by Xuewei Liu, Yanbo Wang, Bei Gao, Xinlin Lu, Yuan Wang, Wenli Lu

“…Methods Markov cohort model was used to evaluate the cost-effectiveness of 36 strategy combinations for breast and cervical cancer screening with varying screening modality and intervals. …”
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THE PLACE OF TOFACITINIB IN THE TREATMENT STRATEGY OF RHEUMATOID ARTHRITIS by V. I. Mazurov, E. A. Trofimov, R. R. Samigullina, I. Z. Gaidukova

“…Objective: to determine the efficiency and safety of therapy with tofacitinib (TOFA) in combination with methotrexate (MTX) in patients with active rheumatoid arthritis (RA) after insufficient previous therapy in real clinical practice.Subjects and methods. …”
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The Effect of Gender Inequality in Education on Rural Poverty in Kamuganguzi Sub-County Kabale District. by Niwamanya, Obed

“…The study engaged a total of sixty-six (66) respondents. Data collection methods and tools used to collect data included interviews and questionnaires. …”
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Credit Policy and Loan Recovery Among SACCOs In Kabale Municipality: A Case Study of Lyamujungu SACCO Kabale Municipality. by Atuheire, Dickson

“…Both simple random and purposive sampling techniques were used in identifying the study sample size. The methods that were used in data collection included questionnaires, observation, and interviews. …”
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Evaluation of Coalbed Methane Content by Using Kernel Extreme Learning Machine and Geophysical Logging Data by Jianhong Guo, Zhansong Zhang, Guangshan Guo, Hang Xiao, Linqi Zhu, Chaomo Zhang, Xiao Tang, Xueqing Zhou, Yanan Zhang, Can Wang

“…In this paper, the laboratory data on coal rock gas content from 12 CBM wells in the Southern Shizhuang block are selected, and a CBM content prediction model based on the KELM method is constructed by selecting the log curves, combining cross-validation and grid-seeking to determine the hyperparameters, and validating the prediction model using the test dataset and a new well in the same block. …”
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Optimisation of the deployment of automated external defibrillators in public places in England by Terry P Brown, Lazaros Andronis, Asmaa El-Banna, Benjamin KH Leung, Theodoros Arvanitis, Charles Deakin, Aloysius N Siriwardena, John Long, Gareth Clegg, Steven Brooks, Timothy CY Chan, Steve Irving, Louise Walker, Craig Mortimer, Sandra Igbodo, Gavin D Perkins

“…There is a requirement to identify the optimal location for an automated external defibrillator to improve out-of-hospital cardiac arrest coverage, to improve the chances of survival. Methods This was a secondary analysis of data collected by the Out-of-Hospital Cardiac Arrest Outcomes registry on historical out-of-hospital cardiac arrests, data held on the location of automated external defibrillators registered with ambulance services, and locations of points of interest. …”
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Characterization of a consensus-designed trans-cinnamic acid decarboxylase for styrene biosynthesis by Ana García-Franco, Jesús de la Torre, Patricia Godoy, Estrella Duque, Carmen López, José A. Gavira, Juan L. Ramos

“…ABSTRACT Microbial biosynthesis of aromatic compounds offers significant advantages over petrochemical methods, which rely on fossil fuels and high energy inputs. …”
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