Acute Necrotizing Pancreatitis—Advances and Challenges in Management for Optimal Clinical Outcomes by Ioana Dumitrascu, Narcis Octavian Zarnescu, Eugenia Claudia Zarnescu, Mihai Radu Pahomeanu, Alexandru Constantinescu, Dana Galieta Minca, Radu Virgil Costea

“…Additional research is necessary to enhance guidelines and optimize patient outcomes.…”
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Predicting Ecosystem Net Primary Productivity by Percolation Theory and Optimality Principle by Allen G. Hunt, Muhammad Sahimi, Behzad Ghanbarian, German Poveda

“…Substitution of the resulting optimized ET (P, PET) into the function NPP (ET) then yields NPP (P, PET). …”
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Optimal Operation of CCHP Smart Distribution Grid with Integration of Renewable Energy by Ghassan A. Bilal, Mohammed K. Al-Saadi, Ghaidaa A. Al-Sultany, Wisam Abed Kattea Al-Maliki

“…The interaction between these systems makes the operation more flexible and economical. The results show that the total cost is reduced through an exchange in energy between the systems. …”
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Optimizing Transport Logistics under Uncertainty with Simheuristics: Concepts, Review and Trends by Juliana Castaneda, Elnaz Ghorbani, Majsa Ammouriova, Javier Panadero, Angel A. Juan

“…<i>Background:</i> Uncertainty conditions have been increasingly considered in optimization problems arising in real-life transportation and logistics activities. …”
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Optimization of well locations in tight oil reservoir based on genetic algorithm by Zahraa A. Al-Sadi, Dhifaf J. Sadeq, Modhar Khan

“…In this context, this study provides a useful optimization approach for identifying the optimal well location in the Halfaya oil field, a southern Iraqi tight oil field. …”
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Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN by CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

“…The study demonstrates that optimizing datasets with DCGAN can significantly improve the performance of the brain tumor detection model, providing a more reliable tool for clinical medical diagnosis.…”
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Simulation and Optimization of Metro Train Braking Rate under the Timing Condition by PAN Yang

“…［Result & Conclusion］ Simulation calculation is conducted on a flat and straight interval, results showing that under the timing condition, the larger the maximum cruising speed of the train is, the more sensitive it is to the change of the braking rate. …”
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Optimizing Cardiovascular Risk Assessment with a Soft Voting Classifier Ensemble by Ammar Oad, Zulfikar Ahmed Maher, Imtiaz Hussain Koondhar, Karishima Kumari, Hammad Bacha

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Energy Conservation Strategy Driven by Optimizing Waste Heat Supply Chain by Jing Yang, Juan He, Zhiyong Zhang, Ming Hong, Tao Xu, Zhidong Li, Fuyu Qin

“…The profit-as-incentive energy efficiency strategy is more favorable for enterprises in the early stage of development. …”
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Optimization of the vinyl-monochloride recovery process for the reduction of costs and environmental impact by Arnautovic-Nascimento Jacqueline, Guimarães Paulo Roberto Britto, Vianna Regina Ferreira

“…After the sensitivity analysis, the plant operating pressure was selected for optimization, resulting in the additional quarterly recovery of 7.5 tons of VCM and a reduction of more than 5 tons of natural gas fuel, that is, an annual reduction of 23 tons of fuel, which represents 53 tons of CO2eq. …”
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Advanced parameter extraction optimization technique for the four-diode model approach by Bhanu Prakash Saripalli, Bharati Gamgula, Revathi Ravilisetty, Prashant Kumar, Gagan Singh, Sonika Singh

“…Accurate performance estimation of photovoltaic devices is important in optimizing the efficiency and cost of the photovoltaic systems. …”
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Joint optimization for wind farm planning incorporating energy storage sizing by Bin Chen, Miaoyu Wei, Haibing Hu, Tengjun Zuo

“…The proposed optimization is tested in two cases with different 3D terrains, wind turbine models, and electrical systems, and the test results from both two cases verify the effectiveness of the proposed optimization method with a more than 5% improvement in levelized cost of energy (LCOE).…”
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Optimal Design of Single-Cell Experiments within Temporally Fluctuating Environments by Zachary R. Fox, Gregor Neuert, Brian Munsky

“…Such quantitative analyses can also help to improve experiment designs for particular goals, such as to learn more about specific model mechanisms or to reduce prediction errors in certain situations. …”
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Detection of single and dual pulmonary diseases using an optimized vision transformer by Almughamisi Naif, Abosamra Gibrael, Albar Adnan, Saleh Mostafa

“…The experimental results show that the proposed model distinguished more classes than previous methods, with an accuracy of 98.18%. …”
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Optimization and Response Analysis of Floating Truss Foundation for Offshore Wind Turbine by Yuhang WANG, Wenling WANG, Xuhong ZHOU, Kang WANG, Yintao LUO

“…At the same time, the hydrodynamic response analysis of the optimized floating truss foundation was carried out to verify the feasibility of the optimized scheme. …”
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GAN-based solar radiation forecast optimization for satellite communication networks by Chao Chen, Xin Liu, Shizhong Zhao, Muhammad Bilal

“…The proposed method effectively mitigates issues of texture degradation and intensity distortion, leading to clearer and more accurate solar radiation predictions.…”
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Hidden-layer configurations in reinforcement learning models for stock portfolio optimization by Patrick Kevin Aritonang, Sudarso Kaderi Wiryono, Taufik Faturohman

“…While A2C and DDPG benefit from increased complexity, simpler architectures may be more suitable for PPO and TD3. This study offers new insights into optimizing reinforcement learning models for stock portfolio management by adjusting hidden-layer structures to balance returns and risk.…”
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Structure analysis and optimization of brake pad for disk brake squeal suppression by Shaona Liu, Longting Li, Hongming Lv, Xiangwen Hu, Yunping Li, Yuansheng Chen

“…It can be found from the optimization results that the optimized model is more stable with a lower tendency to brake squeal.…”
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Optimal Selection Method for Sweet Spots in Low-Permeability Multilayered Reservoirs by Xiangwu Bai, Zhiping Li, Fengpeng Lai

“…Low-permeability oil reservoirs account for more than two-thirds of China’s proven reserves, and most of them are multilayered; the traditional sweet spots focus on single-layered reservoirs. …”
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Two‐Streams Revisited: General Equations, Exact Coefficients, and Optimized Closures by Dion J. X. Ho, Robert Pincus

“…The resulting unique coefficients accurately reconstruct entire flux profiles but depend on optical depth. More importantly, they generally take on unphysical values when symmetry is assumed. …”
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