Research on a PTSD Risk Assessment Model Using Multi-Modal Data Fusion by Youxi Luo, Yucui Shang, Dongfeng Zhu, Tian Zhang, Chaozhu Hu

“…Therefore, traditional single data source assessment methods are difficult to fully understand and evaluate the complexity of PTSD. …”
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Application of Machine Learning Algorithms to Predict Gas Sorption Capacity in Heterogeneous Porous Material by Tasbiha Ibad, Syed Muhammad Ibad, Haylay Tsegab, Rabeea Jaffari

“…Shale gas is a clean and effective energy source that plays a big part in the transition from high-carbon to low-carbon energy, serving as a link for the growth of low-carbon energy in the future. …”
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Actinomycete-Derived Pigments: A Path Toward Sustainable Industrial Colorants by Blanca Hey Díez, Cristiana A. V. Torres, Susana P. Gaudêncio

“…Scale-up of production and yield optimization challenges have been circumvented with the aid of biotechnology advancements, including genetic engineering and innovative fermentation and extraction methods, which have enhanced these bio-pigments’ viability and cost-competitiveness. …”
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DNA State Influences the Uptake and Persistence of Environmental DNA by Marine Sponge Natural Samplers by Rosalie Dowell, Jamie Craggs, Catherine Head, Chris Yesson, Emma Ransome

“…ABSTRACT Marine sponges as natural samplers of environmental DNA (eDNA) are receiving growing attention as an untapped source of biodiversity data. However, little is known about the state of DNA (e.g., cellular or extracellular) that is captured by these samples and how this compares to conventional aquatic eDNA samples. …”
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Medium- Long-Term Runoff Forecasting Using Interpretable Hybrid Machine Learning Model for Data-Scarce Regions by YOU Yu-jun, BAI Yun-gang, LU Zhen-lin, ZHANG Jiang-hui, CAO Biao, LI Wen-zhong, YU Qi-ying

“…An Improved Particle Swarm Optimization (IPSO) algorithm was used to optimize this model, forming the IPSO-CNN-BiGRU-Attention hybrid model. …”
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Studying the solid-liquid extraction of enzyme amylase: influence of type of solvent, temperature, contact time and their interrelationship by Marcia Matongorere, Kudakwashe Noble Goto, Farisai Chidzwondo, Rumbidzai Mangoyi

“…The industrial production of enzyme amylase is carried out using two methods which are submerged fermentation and solid-state fermentation. …”
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Research on joint clearing of energy and ancillary service in the day-ahead market considering the weights of ancillary services by Dong Mo, Mingyuan Chen, Qiuwen Li, Youhui Yang, Ziqiang Wang, Xuefeng Zhu

“…IntroductionWith the large-scale grid integration of renewable sources and the increasing number of new types of loads, the demand for ancillary services in the power system has been growing rapidly. …”
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Research progresses of noble metal (Pt, Pd, and Ru)-based catalysts for catalytic decomposition of chlorine-containing volatile organic compounds by YANG Qin, XU Han, ZHAO Yaruo, TIAN Mingjiao, HE Chi*

“…Chlorine-containing volatile organic compounds (CVOCs) have become a focus and difficulty in the field of catalytic combustion of VOCs due to their extensive sources, high biological/environmental toxicity, and easy inactivation of catalyst via Cl poisoning. …”
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Unveiling construction accident causation: a scientometric analysis and qualitative review of research trends by Haoyu Zang, Ming Li, Zhiyao Jin, Jingfei Huang

“…In addition, a qualitative synthesis was conducted to review common data sources and examine key issues, including risk factor identification, accident type classification, causality analysis, and the optimization of research strategies. …”
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A Literature Review on Strategic, Tactical, and Operational Perspectives in EV Charging Station Planning and Scheduling by Marzieh Sadat Aarabi, Mohammad Khanahmadi, Anjali Awasthi

“…It has been found that optimization methods followed by simulation and multi-criteria decision-making are most commonly used for EV infrastructure planning. …”
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The technological transformation of the Russian energy sector forced by carbon regulation by A. V. Shigina, A. A. Khorshev

“…To consider the change in the optimal technological structure of the electric power industry and district heating in Russia by 2050 assuming the introduction of various carbon regulation instruments in 2030.METHODS. …”
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Nanoscale Porphyrin-Based Metal–Organic Frameworks for Enhanced Radiotherapy–Radiodynamic Therapy: A Comprehensive Review by Bin Gong, Qiuyun Zhang, Yijie Qu, Xiaohua Zheng, Weiqi Wang

“…The phototherapeutic applications of porphyrin-based nanoscale metal–organic frameworks (nMOFs) are limited by the poor penetration of conventional excitation light sources into biological tissues. Radiodynamic therapy (RDT), which directly excites photosensitizers using X-rays, can overcome the issue of tissue penetration. …”
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Expression and purification of recombinant human granulocyte colony‐stimulating factor (rG‐CSF) from Pichia pastoris by Enny Rimita Sembiring, Asrul Muhammad Fuad, Herman Suryadi

“…Overall, the study results indicated that the production and purification of rG‐CSF was successful, although optimization was required. The long‐term goal of this research is to discover alternative methods and sources for producing biosimilars of the therapeutic protein rG‐CSF, which can be utilized in the pharmaceutical industry to support health programs, particularly cancer treatment.…”
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Smart building energy management with renewables and storage systems using a modified weighted mean of vectors algorithm by Mohamed Ebeed, Sabreen hassan, Salah Kamel, Loai Nasrat, Ali Wagdy Mohamed, Abdel-Raheem Youssef

“…The EM problem tackled involves optimizing the scheduling of multiple energy sources, including diesel generators, PV units, and batteries, within a smart building context. …”
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Digital Marketing Tools in an Advertising Campaign in Foreign Markets by Rozhko Viktor I., Shchelkova Anna V.

“…The efficiency of each tool was evaluated on the basis of information obtained from scientific sources, using observational and abstract methods, as well as comparative analysis. …”
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Intelligent Data Reduction for IoT: A Context-Driven Framework by Laercio Pioli, Douglas D. J. De Macedo, Daniel G. Costa, Mario A. R. Dantas

“…It is technique-agnostic, scalable, and adaptable to any DR method with available training data, acting as an open decision-support solution. …”
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Study on ultrasonic-assisted deep eutectic solvent extraction process and in vitro antioxidant of Anchusa italica Retz. Flowers by Linyang Wang, Pin Chen, Ainiwaer Aikemu, Haiyan Zhang, Shuge Tian

“…The comprehensive evaluation value (CEV), derived from the total polyphenol content (TPC) and RA, was optimized under the aforementioned conditions, yielding a CEV of 222.452.The optimized extraction method presents a sustainable and efficient protocol for the isolation of bioactive compounds from natural sources, thereby underscoring the significance of this research in the field of natural product chemistry and ultrasonics Sonochemistry.…”
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Electrochemical Storage and Flexibility in Transfer Capacities: Strategies and Uses for Vulnerable Power Grids by Gustavo Adolfo Gómez-Ramírez, Luis García-Santander, José Rodrigo Rojas-Morales, Markel Lazkano-Zubiaga, Carlos Meza

“…The integration of renewable energy sources into electrical power systems presents enormous challenges in technical terms, especially with energy storage. …”
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DEVELOPMENT OF CONCEPTS NOMENCLATURE FOR CLINICAL DECISION SUPPORT SYSTEM IN DIAGNOSTICS OF ANGINA PECTORIS by K. V. Kiselev, A. V. Potekhina, M. K. Osyaeva, E. A. Noeva, O. N. Vyborov, A. V. Zorin, S. L. Shvyrev, T. V. Martynyuk, T. V. Zarubina, I. Ye. Chazova

“…The final nomenclature validation was performed by semi-automatic method on anonymized 610 electronic health records of the patients.Results. …”
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THE DEVELOPMENT OF PROFESSIONAL SUBJECTIVE POSITION OF MANAGEMENT HUMAN RESOURCES FOR HEALTH by Ol'ga L. Zadvornaya, V. Alekseevich Alekseev, Konstantin N. Borisov

“…In conducting the present study used data from official sources, literature review, scientific methods of analysis and synthesis, comparative analysis and modeling. …”
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