Machine learning applied to the design and optimization of polymeric materials: A review by Sudarsan M. Pai, Karim A. Shah, Sruthi Sunder, Rodrigo Q. Albuquerque, Christian Brütting, Holger Ruckdäschel

“…By leveraging ML algorithms, researchers can accelerate the design process, predict material properties more rapidly, and optimize formulations. ML approaches can analyze vast amounts of data, uncover hidden patterns, and generate predictive models that significantly reduce the time needed to develop materials with desired properties. …”
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An analysis of machine learning risk factors and risk parity portfolio optimization. by Liyun Wu, Muneeb Ahmad, Salman Ali Qureshi, Kashif Raza, Yousaf Ali Khan

“…Many academics and experts focus on portfolio optimization and risk budgeting as a topic of study. …”
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A Bi-criteria optimization model for adjusting the decision tree parameters by Mohammad Azad, Mikhail Moshkov

“… Decision trees play a very important role in knowledge representation because of its simplicity and self-explanatory nature. We study the optimization of the parameters of the decision trees to find a shorter as well as more accurate decision tree. …”
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A Review of Exoplanet Detection Telescopes: Performance Design and Technology Optimization by Rui Sun, Qichang An, Xiaoxia Wu

“…In recent years, the progress in ground-based and space-based observation technologies has significantly enhanced the precision and efficiency of detection and promoted the implementation of more ground-based detection projects. This paper introduces the existing exoplanet detection telescopes and their representative instruments, summarizes the progress in telescope technology and hardware optimization, and looks forward to the research and development trends in the next 5 to 10 years.…”
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Understanding the Impact of Climatic Events on Optimizing Agricultural Production in Northeast China by Junfeng Gao, Bonoua Faye, Ronghua Tian, Guoming Du, Rui Zhang, Fabrice Biot

“…In addition, machinery power (TPAM) enhances productivity. Its role is more focused on risk mitigation than on expanding production. …”
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Quantum key distribution rates from non-symmetric conic optimization by Andrés González Lorente, Pablo V. Parellada, Miguel Castillo-Celeita, Mateus Araújo

“…Computing key rates in quantum key distribution (QKD) numerically is essential to unlock more powerful protocols, that use more sophisticated measurement bases or quantum systems of higher dimension. …”
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Optimization of Consignment-Store-Based Supply Chain with Black Hole Algorithm by Ágota Bányai, Tamás Bányai, Béla Illés

“…These manufacturing and service processes including supply chain became more and more complex. The supply chain includes in many cases consignment stores. …”
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ACOustic: A Nature-Inspired Exploration Indicator for Ant Colony Optimization by Rafid Sagban, Ku Ruhana Ku-Mahamud, Muhamad Shahbani Abu Bakar

“…The analytical results showed that the proposed indicator is more informative and more robust.…”
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Optimal Reservation Volume of Urban Roads Based on Travel Reservation Strategy by Ruiyu Zhou, Hengrui Chen, Hong Chen

“…The travel reservation strategy (TRS) is more flexible and refined than traditional traffic demand management methods. …”
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Performance optimization for UAV-enabled V2I communications system by Fang GUO, Yu-yan ZHANG, Long ZHAO, Kan ZHENG, Wen-bo WANG

“…In the emergency communication,UAVs (unmanned aerial vehicle) are used more and more widely,and a V2I (vehicle to infrastructure) vehicle communication technology based on UAV was proposed.Because of the communication distance and the shelter of the terrain,the ground vehicle and the base station may not connect directly.At this time,the UAV can be used as communication relay.In the process of communication,in order to meet the fairness of ground vehicle communication,a time interval less than the coherence time was selected based on the coordinates of moving ground vehicles,the transmission rate between vehicles in each time interval are calculated to maximize the minimum transmission rate as the optimization goal.In order to solve this problem,the entire communication process was dispersed.First,UAV flight trajectory to maximize the minimum transmission rate at each time interval within the range of the UAV flight path was calculated to get the whole communication process trajectory.Simulation results show that through the path planning of UAV,the information transmission rate of the vehicle is obviously better than the transmission rate under the fixed position of UAV.…”
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Optimal Tradable Credits Scheme and Congestion Pricing with the Efficiency Analysis to Congestion by Ge Gao, Jun Hu

“…Results show congestion pricing would earn more social welfare than the other traffic measures. …”
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Topology optimization of plane trusses using the progressive directional selection method by Nayro Silva Noronha Cavalcante, Luiz Carlos Lima Véras, Márcio André Araújo Cavalcante

“…More and more people are looking for inspiration in nature to solve complex problems in modern society. …”
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Study on Cold End Temperature Optimization of Supercritical CO2 Cycle by Kaiyun ZHENG

“…For northern China, the cold end temperature optimization method has better feasibility. The artificial refrigeration increases the investment of unit equipment, but the improvement of operation efficiency brings more power generation revenue and moreover increases the net income of the unit during its life cycle.…”
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Green Infrastructure: Opinion Mining and Construction Material Reuse Optimization Portal by Arturas Kaklauskas, Elisabete Teixeira, Yiannis Xenidis, Anastasia Tzioutziou, Lorcan Connolly, Sarunas Skuodis, Kestutis Dauksys, Natalija Lepkova, Laura Tupenaite, Loreta Kaklauskiene, Simona Kildiene, Jurgita Zidoniene, Virginijus Milevicius, Saulius Naimavicius

“…With the objective of making green infrastructure more efficient and reducing carbon emissions, the Construction Material Reuse Optimization (SOLUTION) Portal was created as part of this research. …”
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Sensitivity analysis of activity scheduling parameters with a parameter optimization framework by Matheus Moro Zamprogno, Domokos Esztergár-Kiss

“…Transportation-related activity scheduling is becoming more complex due to the growing number of potential locations and extensive opportunities to visit various places. …”
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Wind Turbine Placement Optimization by means of the Monte Carlo Simulation Method by S. Brusca, R. Lanzafame, M. Messina

“…Thus, the proposed method leads to a more precise annual energy evaluation and to a more optimal placement of the wind turbines.…”
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Tear substitution therapy optimization of dry eye syndrome and cataract patients by S. N. Sakhnov, S. V. Yanchenko, A. V. Malyshev, A. R. Ceeva, L. M. Petrosyan, O. A. Baskakov, G. L. Kolomiec

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Centralized Regulation and Optimization Strategy for MV Distribution Network with PV Integration by Zezhou WANG, Mingming ZHANG, Fengqiang QIAN, Hongyi ZHOU, Haomiao YU

“…With increasing PV connected to MV distribution network, the problem of node voltage fluctuation and network loss is becoming more and more serious. Taking the communication conditions and calculation capabilities of MV distribution networks into account, a centralized regulation optimization strategy for distributed PV connected to MV distribution network is proposed to realize the suppression of voltage fluctuation and excessive network loss. …”
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Application of topology optimization design and embedded technology in 3D printing by WANG Xiaolu

“…With the application of information technology and intelligent control to 3D printing technology, the 3D printing technology is becoming more and more mature and commercialized gradually. …”
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OPTIMAL CONTROL ANALYSIS OF HIV/AIDS DISEASE SPREAD MODEL IN INDONESIA by Wika Dianita Utami, Ahmad Naufal Dzaky, Aris Fanani

“…Mathematical modeling can play a significant role in the optimal control of AIDS. In this study, the , , , ,  model with three different optimal controls were employed. …”
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