Dynamic Data Updates and Weight Optimization for Predicting Vulnerability Exploitability by K. Bennouk, D. Mahouachi, N. Ait Aali, Y. El Bouzekri El Idrissi, B. Sebai, A. Z. Faroukhi

“…In order to enhance the cybersecurity defense posture, it becomes imperative to ensure alignment with risk tolerance and business needs, making vulnerability management critical for reducing cybersecurity risks, avoiding system breaches, and optimizing organizational resources. However, traditional methods often struggle with accuracy due to static datasets and inconsistent scoring methodologies, leading to challenges in prioritizing vulnerabilities and exposing systems to significant risks. …”
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An optimized support vector machine for lung cancer classification system by Mayowa O. Oyediran, Olufemi S. Ojo, Ibrahim A. Raji, Abidemi Emmanuel Adeniyi, Oluwasegun Julius Aroba, Oluwasegun Julius Aroba

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Optimizing document management and retrieval with multimodal transformers and knowledge graphs. by Yali Chen, Bin Hu, Yajuan Liu

“…Traditional retrieval methods struggle to effectively handle multi-source heterogeneous multimodal data, leading to poor retrieval accuracy and efficiency. …”
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Optimization of the Input Shaft Torsional Amplitude of a DCT Gearbox by Zhang Guihui, Shi Lei, Ma Junming, Wang Xiangwen, Sun Hongming, Dong Liyun

“…The research methods and ideas of this study provide a solution for the torsional vibration optimization of the automobile transmission system with dual mass flywheel torsional vibration damper.…”
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An Examination of Optimization Techniques for Resolving Hydro Generation Scheduling Issues by Bassam Mohsin Atiyah, Anwar H. Hameed

“…The methods that are offered are contrasted according to this particular research, parameter limitations, optimization strategies, and primary objective consideration. …”
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Biomodification of Ostrich Meat Properties with Collagenase: Optimization of Technological Parameters by Kolodyaznaya V., Shestopalova I., Kiprushkina E., Rogozina E., Golovinskaia O.

“…The purpose of the present research was to optimize the technological parameters of fermented ostrich minced meat by the method of multifactorial experiment planning. …”
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A Review of Battery Energy Storage Optimization in the Built Environment by Simone Coccato, Khadija Barhmi, Ioannis Lampropoulos, Sara Golroodbari, Wilfried van Sark

“…Highlighting the integration of batteries with renewable infrastructures, we explore multi-objective optimization strategies and hierarchical decomposition methods for effective battery utilization. …”
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Application and optimization of bioengineering strategies in facilitating tendon–bone healing by Chenhui Yang, Changshun Chen, Rongjin Chen, Fei Yang, Hefang Xiao, Bin Geng, Yayi Xia

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FD-YOLO: A YOLO Network Optimized for Fall Detection by Hoseong Hwang, Donghyun Kim, Hochul Kim

“…This study focuses on detecting fall situations using image-based methods. The fall images utilized in this research were created by combining three open-source datasets to enhance generalization and adaptability across diverse scenarios. …”
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Recommendations for the optimization of student led free vision screening programs by Nirupama Devanathan, Melanie Scheive, Amrish Selvam, Baraa S. Nawash, Alec Murphy, McKenna Morrow, Shruti Anant, Jessica S. Kruger, Chi-Wah Rudy Yung, Thomas V. Johnson

“…Abstract Purpose To report the summary characteristics of operational models associated with Student Led Free Vision Screening Programs (SLFVSP) and to identify opportunities for program optimization. Methods An 81-question mixed methods survey was distributed to SLFVSP leaders nationwide and Medical Student Educators within the American University Ophthalmology Professors (AUPO) Association. …”
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Optimal Mobile IRS Deployment for Empowered 6G Networks by Adel Mounir Said, Michel Marot, Hossam Afifi, Hassine Moungla

“…We propose various approaches for selecting the best buses equipped with IRS. In the first optimization approach, we adapt the classical IRS selections methods used in static context to the mobile case. …”
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Fabrication and performance optimization of SiC-based betavoltaic batteries by HE Houjun, HAN Yuncheng, WANG Xiaoyu, REN Lei, MENG Xiangdong, ZHENG Mingjie

“…BackgroundBetavoltaic nuclear batteries, leveraging beta-emitting radioisotopes, offer inherent advantages such as long-term reliability, high energy density, compact form factors, and robust resistance to interference, positioning them as promising power sources for self-powered portable or embedded microdevices.PurposeThis study aims to enhance the conversion efficiency and output power of betavoltaic batteries with comprehensive consideration of the effects of backscattering, depletion region width, diffusion length, and electrode structure on charge collection efficiency, conversion efficiency, and output power.MethodsBy optimizing the device and electrode structure, i.e., introducing a PIN structure with "concentration gradient I- layer", optimizing the depletion region width, doping concentration and electrode materials, and increasing the spacing between electrode grid lines, 63Ni-SiC-based PIN junction betavoltaic batteries were successfully fabricated with higher overall conversion efficiency and output power. …”
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Study on CCS source-sink matching and its cluster deployment in multi-type geological bodies in Anhui Province of China by Huihuang Fang, Chengchuan Gu, Kang Ye, Shua Yu

“…Secondly, the methods of source-sink matching of CCS and its pipe network optimization are discussed. …”
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Calculational investigations and analysis of characteristics of research reactor WWR-M as a source of neutrons for solution of scientific and applied tasks by P. M. Vorona, V. F. Razbudey

“…Recommendations associated with optimization of the reactor core are adduced for amplification of its capabilities as a neutron source in experimental researches.…”
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Computational investigation of magnetohydrodynamics Casson Micropolar fluid flowing past a permeable linearly stretchy wall with heat source by S. Alao, R. A. Oderinu, B. A. Sanusi, T. A. Oyeyinka, F. J. Ayanbukola

“…To affirm the accuracy of the simulation, the outputs are validated using 4th order Runge-Kutta method via shooting technique serving as the control method with the aid of Mathematical software (Maple 18.0). …”
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A new sliding mode control strategy to improve active power management in a laboratory scale microgrid by Oscar Gonzales-Zurita, Jean-Michel Clairand, Guillermo Escrivá-Escrivá

“…This method ensures global optimum optimization of the SMC-2 control parameters. …”
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Estimation and Change Analysis of Grassland AGB in the China–Mongolia–Russia Border Area Based on Multi-Source Geospatial Data by Jiani Ma, Chao Zhang, Cong Ou, Chi Qiu, Cuicui Yang, Beibei Wang, Urtnasan Mandakh

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Ensemble Methods for Parameter Estimation of WRF‐Hydro by Arezoo RafieeiNasab, Michael N. Fienen, Nina Omani, Ishita Srivastava, Aubrey L. Dugger

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DRLinSPH: an open-source platform using deep reinforcement learning and SPHinXsys for fluid-structure-interaction problems by Mai Ye, Hao Ma, Yaru Ren, Chi Zhang, Oskar J. Haidn, Xiangyu Hu

“…Smoothed particle hydrodynamics (SPH) offers a flexible and efficient computational approach for modeling large deformations, fractures, and complex interface movements inherent in FSI, outperforming traditional grid-based methods. This work presents DRLinSPH, an open-source Python platform that integrates the SPH-based numerical environment provided by the open-source software SPHinXsys with the mature DRL platform Tianshou to enable parallel training for FSI problems. …”
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GNSS-Based Monitoring Methods for Mining Headframes by Xu Yang, Zhe Zhou, Yanzhao Yang, Xinxin Yao, Chao Liu, Lei Liu, Shicheng Xie

“…This study introduces an innovative GNSS-based monitoring system designed to evaluate deformation in mining headframes, effectively addressing the limitations of traditional methods, such as inadequate real-time capabilities and complex data processing requirements. …”
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