ThermOptCobra: Thermodynamically optimal construction and analysis of metabolic networks for reliable phenotype predictions by Pavan Kumar S, Nirav Pravinbhai Bhatt

“…We present ThermOptCOBRA, a comprehensive solution consisting of four algorithms for optimal model construction and analysis that integrate thermodynamic constraints to address TICs. …”
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Hybrid Decision Support Framework for Energy Scheduling Using Stochastic Optimization and Cooperative Game Theory by Peng Liu, Tieyan Zhang, Furui Tian, Yun Teng, Miaodong Yang

“…This study introduces a multi-criteria decision-making (MCDM) framework for optimizing multi-energy network scheduling (MENS). As energy systems become more complex, the need for adaptable solutions that balance consumer demand with environmental sustainability grows. …”
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Risk−Based Cost−Benefit Optimization Design for Steel Frame Structures to Resist Progressive Collapse by Feng Guo, Xuancen Li, Aiyan Xu, Yuchen Zhang, Wanping Pan

“…The results show that the risk-based robustness index can effectively assess the cost of progressive collapse design. More importantly, the optimization model can rapidly identify the most cost-effective structural design solution that complies with progressive collapse resistance guidelines, enhancing the simplicity and usability of the structure design optimization process. …”
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Bayesian Optimization-Based State-of-Charge Estimation with Temperature Drift Compensation for Lithium-Ion Batteries by Zhen-Rong Yuan, Ke-Feng Huang, Cai-Hua Xu, Jun-Chao Zou, Jun Yan

“…These findings provide more reliable technical support for the development of battery management systems, making them suitable for state estimation in electric vehicles and renewable energy storage systems.…”
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Multi-Strategy-Assisted Hybrid Crayfish-Inspired Optimization Algorithm for Solving Real-World Problems by Wenzhou Lin, Yinghao He, Gang Hu, Chunqiang Zhang

“…In order to solve problems with the original crayfish optimization algorithm (COA), such as reduced diversity, local optimization, and insufficient convergence accuracy, a multi-strategy optimization algorithm for crayfish based on differential evolution, named the ICOA, is proposed. …”
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Intelligent intrusion detection system based on crowd search optimization for attack classification in network security by Chetan Gupta, Amit Kumar, Neelesh Kumar Jain

“…Abstract Achieving cyber-security has grown more challenging in recent years. There is a need for a strong defense system against various cyberattacks to protect the data from the threat and damage. …”
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Optimization of Cleaning and Hygiene Processes in Healthcare Using Digital Technologies and Ensuring Quality Assurance with Blockchain by Semra Tebrizcik, Süleyman Ersöz, Elvan Duman, Adnan Aktepe, Ahmet Kürşad Türker

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Optimization of intraoperative ultrasound navigation during focal cortical dysplasia surgery: a case report by K. Simfukwe, A. A. Sufianov

“…The patient was treated with more than two anti-epileptic drugs without any clinical efficacy. …”
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Synergizing NOMA and energy harvesting in full duplex mobile edge computing for optimized energy efficiency by Mirza Baber Baig, Taoshen Li, Muhammad Zain Yousaf, Mohit Bajaj, Arvind R. Singh, Milkias Berhanu Tuka

“…A Block Coordinate Descent (BCD)-based algorithm addresses the non-convex optimization challenge, offering an optimal solution. …”
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Median interacted pigeon optimization-based hyperparameter tuning of CNN for paddy leaf disease prediction by Jasmy Davies, S. Sivakumari

“…Hence, a novel, “Median Interacted Pigeon Optimization-based Hyperparameter Tuning of CNN for Paddy Leaf Disease Prediction”, has been proposed, in which the existing works focus on size, shape, and texture for leaf disease identification, overlooking fungal disease (powdery mildew) branching patterns and making segmentation more challenging. …”
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Optimal Siting and Sizing of Hybrid Energy Storage Systems in High-Penetration Renewable Energy Systems by Peng Ruan, Qili Su, Liuli Zhang, Jun Luo, Yuanpeng Diao, Li Xie, Hua Zheng

“…As the share of renewable energy continues to increase, power grids face more complex challenges in maintaining the balance between supply and demand. …”
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Analysis and Process Optimization on Hydrogen Content by Electroslag Remelting of Steel 316H for Nuclear Power by Li　Dejun, Ge　Chunyu, Zhao　Liang, Li　Haiqiang, Ma　Qiang, Liu　Lei

“…When the initial hydrogen of the electrode is greater than 4×10-6， the electroslag remelting process will appear dehydrogenation.After the process optimization， the average qualified rate of hydrogen reaches 97.5%， which is 2.8% higher than 94.7% before the optimization.…”
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HSoMLSDP: A Hybrid Swarm-Optimized Machine Learning Framework for Software Defect Prediction by Madhusmita Das, Biju R. Mohan, Ram Mohana Reddy Guddeti

“…This research aims to design a hybrid swarm-optimized machine learning software defect prediction (HSoMLSDP) framework to predict software defects. …”
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Affinely adjustable robust optimal scheduling of a power system considering the flexibility of supply and demand by Yumin Zhang, Yongchen Zhang, Xizhen Xue, Xingquan Ji, Yunqi Wang, Pingfeng Ye

“…Abstract As the integration of renewable energy sources, such as wind power and photovoltaics, continues, the issue of system uncertainty has become more pronounced. This paper proposes a stochastic power system dispatch method based on affinely adjustable robust optimization (AARO) with a generalized linear polyhedron (GLP) uncertainty set that can accurately quantify the flexibility of the power system supply and demand as well as enhance the optimality of dispatch strategies. …”
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Risk assessment and simulation optimization of evacuation in large public building fires: A case study by Qiang Li, Zaohong Zhou, Yunbin Sun, Hongjun He

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Operational Optimization for a Regional Multi-Energy System Considering Thermal Quasi-Dynamic Characteristics by Xingying Chen, Le Bu, Cheng Chen, Lei Gan, Kun Yu

“…With the development of energy internet technology, the operational optimization of regional electricity-heating-gas systems is becoming a key research area. …”
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Research on NOx Emissions Testing and Optimization Strategies for Diesel Engines Under Low-Load Cycles by Fengbin Wang, Jianfu Zhao, Tengteng Li, Peng Guan, Shuangxi Liu, Haiqiao Wei, Lei Zhou

“…The results indicate that emissions at load rates below 30% during LLCs account for more than 67.5% of the total cycle emissions, particularly under idling and start-stop conditions. …”
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Design and Optimization of a Tapered Magnetic Soft Continuum Robot for Enhanced Navigation in Cerebral Vasculature by Jiahang Wang, Yuhang Liu, Xiwen Lu, Yunlong Zhu, Chenyao Bai

“…The proposed T-MSCR design and optimization are expected to provide a more efficient and feasible solution for future cerebrovascular interventions.…”
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Cervical Cancer Detection Using Deep Neural Network and Hybrid Waterwheel Plant Optimization Algorithm by Sarah A. Alzakari, Amel Ali Alhussan, S.K. Towfek, Marwa Metwally, Dina Ahmed Salem

“…More than 85% of the world’s cervical cancer fatalities occur in less-developed nations, causing early mortality among women. …”
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Optimization of process conditions for drying of catfish (Clarias gariepinus) using Response Surface Methodology (RSM) by Elijah George Ikrang, Kingsley Charles Umani

“…The goal of this work was to optimize the process conditions during electrical oven drying of catfish. …”
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