Applications of Artificial Intelligence in Biotech Drug Discovery and Product Development by Yuan‐Tao Liu, Le‐Le Zhang, Zi‐Ying Jiang, Xian‐Shu Tian, Peng‐Lin Li, Pei‐Huang Wu, Wen‐Ting Du, Bo‐Yu Yuan, Chu Xie, Guo‐Long Bu, Lan‐Yi Zhong, Yan‐Lin Yang, Ting Li, Mu‐Sheng Zeng, Cong Sun

“…Traditional drug discovery faces persistent challenges, including high attrition rates, billion‐dollar costs, and timelines exceeding a decade. Recent advances in AI—particularly generative models such as generative adversarial networks, variational autoencoders, and diffusion models—have introduced data‐driven, iterative workflows that dramatically accelerate and enhance pharmaceutical R&D. …”
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Implementing a growth pattern of climax community as post-processing filters core to improve tree species classification accuracy by Biao Zhang, Liguo Dong, Zhichao Wang, Zebang Feng, Yakui Shao, Tiantian Ma, Xuanchi Chen, Hao Li, Bin Wang, Zhongke Feng

“…Improving tree species classification accuracy often involves complex workflows, constrained by high computational costs, extensive data requirements, and sensitivity to spatiotemporal variations. …”
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Applicability Analysis of Reduced-Order Methods with Proper Orthogonal Decomposition for Neutron Diffusion in Molten Salt Reactor by Zhengyang Zhou, Ming Lin, Maosong Cheng, Yuqing Dai, Xiandi Zuo

“…The high-dimensional integral–differential nature of the neutron transport equation and the complexity of nuclear reactors result in high computational costs. A set of reduced-order modeling frameworks based on Proper Orthogonal Decomposition (POD) is developed to improve the computational efficiency for neutron diffusion calculations while maintaining accuracy, especially for small samples. …”
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FIRST RUSSIAN EXPERIENCE OF USING CONTRAST-ENHANCED INTRAOPERATIVE ULTRASONOGRAPHY (CE-IOUS) IN THE TREATMENT OF LIVER LESIONS by D. V. Sidorov, S. O. Stepanov, M. V. Lozhkin, L. O. Petrov, L. A. Mitina, O. V. Guts, A. G. Isaeva

“…Ultrasound diagnostics with intravenous contrasting (CEUS), which requires minimal financial costs and technical equipment, has a great potential to remedy this situation. …”
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Biotechnology revival: in situ sludge minimization in wastewater by Yiqiang Chen, Yiqiang Chen, Xu Jiang, Maosheng Yang, Zhu Wang

“…., incineration and landfilling), these biotechnologies offer significant advantages through lower costs, reduced energy consumption, and minimal environmental impacts. …”
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Spatiotemporal hybrid deep learning for estimating and analyzing carbon stocks: a case study in Jiangsu province, China by Lizhi Miao, Jvmin Wang, Kaiwen Wu, Heng Xu, Xiying Sun, Gang Lu, Mei-Po Kwan

“…Traditional models, reliant on extensive experimental data, are costly and impractical for large-scale applications. …”
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How to Win Bosch Future Mobility Challenge: Design and Implementation of the VROOM Autonomous Scaled Vehicle by Theodoros Papafotiou, Emmanouil Tsardoulias, Alexandros Nikolaou, Aikaterini Papagiannitsi, Despoina Christodoulou, Ioannis Gkountras, Andreas L. Symeonidis

“…These systems are expected to significantly reduce traffic accidents and associated costs, making their integration into future transportation systems highly impactful. …”
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State of the Art of Digital Twins in Improving Supply Chain Resilience by Eugenia-Alina Roman, Armand-Serban Stere, Eugen Roșca, Adriana-Valentina Radu, Denis Codroiu, Ilie Anamaria

“…<i>Results</i>: Therefore, companies will need smarter strategies to balance inventory costs, availability and lead times. The optimal setup of suppliers, manufacturing, logistics and stock locations will ensure high service levels and meet customer expectations. …”
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Visual impact of infill percentages for 3D printed radiologic simulators by Marco Antônio Bertoncini Andrade, Ana Paula Chaise Fin, Caroline de Oliveira Alves, Flávio Augusto Penna Soares, Matheus Brum Marques Bianchi Savi, Maria da Penha Albuquerque Potiens

“…This study seeks to verify specifically one of the printing parameters, filling, in the final homogeneity of printed samples as the infill affects costs, print time and resultant attenuation to radiation. …”
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Lightweight RT-DETR with Attentional Up-Downsampling Pyramid Network by Nan Li, Xiao Han, Xingguo Song, Xu Fang, Mengming Wu, Qiulin Yu

“…As healthcare costs rise due to aging populations and chronic illnesses, optimized care solutions are urgently needed. …”
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The novel technique for surgical simulation training of patient-specific silicone models of pediatric congenital choledochal cysts by Shijiao Lu, Yiming Gong, Shengqian Pan, Jun Liu, Jianfeng Wang, Peng Wang

“…In addition, silicone models have good mechanical properties and lower costs than resins and TPU powder, and silicone models are recommended as useful tools for presurgical simulated planning. …”
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Many-Objective Cheetah Optimizer: A Novel Paradigm for Solving Complex Engineering Problems by Pinank Patel, Divya Adalja, Nikunj Mashru, Pradeep Jangir, Arpita, Reena Jangid, G. Gulothungan, Ahmad O. Hourani, Kaznah Alshammari

“…The algorithm demonstrates superior efficiency in solving complex MaOPs, because it requires lower computational costs by 15%. MaOCO successfully traverses Pareto-optimal fronts according to theoretical evaluations, and its modular structure allows for both scale-up and hybridization features. …”
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Utilizing Advanced Transformers for Summarized Review-Aware Recommender System by Suji Kim, Li Jin, Qinglong Li, Xinzhe Li, Chulkyoon Yoon, Jaekyeong Kim

“…Although user review sets offer rich information for capturing user preferences and item characteristics, full-length reviews sometimes introduce noise, redundancy, and high computational costs. These issues degrade the recommendation performance. …”
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Minimization of Ground Vibration Test Configurations for F-16 Aircraft by Subtractive Modification by Sertac Koksal, Erdinc Nuri Yildiz, Yigit Yazicioglu, Gokhan Osman Ozgen

“…On the other hand, performing GVT for each configuration of an aircraft is both time consuming and costly. It would be more practical to determine the critical configurations for an aircraft using computational tools and perform actual GVT for those configurations. …”
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Effect of Quantum Dot-Based Remote Lenses on the Emission Properties of White LED Lighting Studied by Optical Simulation and Experiment by Sung Min Park, Eunki Baek, Sohee Kim, Jaehyeong Yoo, Sung-Yoon Joe, Jae-Hyeon Ko, Taehee Park, Young Wook Ko

“…Additional application of remote quantum dot (QD) components such as QD films or caps presents the issues of increased numbers of components and higher costs. In this study, we incorporated red QDs directly into a lens placed on white LEDs and analyzed the effects of QD lenses on the optical characteristics of a lighting device through experiments and simulations. …”
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Stakeholder‐driven management strategies for recovering large herbivores by Sophia Hibler, Christian Kiffner, Hannes J. König, Niels Blaum, Emu‐Felicitas Ostermann‐Miyashita

“…The return of these species generates mixed emotions, as interactions with these species are associated with both costs and benefits to people. Addressing the apparent unpreparedness in managing these trade‐offs, we implemented a digital participatory impact assessment in two steps. …”
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The Influence of Soft Soil, Pile–Raft Foundation and Bamboo on the Bearing Characteristics of Reinforced Concrete (RC) Structure by Zhibin Zhong, Xiaotong He, Shangheng Huang, Chao Ma, Baoxian Liu, Zhile Shu, Yineng Wang, Kai Cui, Lining Zheng

“…This leads to significant deviations from actual conditions when the superstructure height increases, resulting in excessive costs and adverse effects on building stability. …”
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Applications of fault-tolerant control system in the design of wind turbine generation systems: A comprehensive review and future prospects by Arslan Ahmed Amin, Muhammad Irfan, Turki Alsuwian, Saifur Rahman, Ansa Mubarak, Saba Waseem

“…Wind Turbine Generation Systems (WTGS) are widely acknowledged as a key pillar of the renewable power generation sector, while availability and efficiency are among the main issues, particularly those related to faults within systems that reduce performance and increase maintenance costs. This paper aims to provide a literature review of Fault-Tolerant Control Systems (FTCS) in WTGS, specifically addressing methods that can enhance system reliability, decrease maintenance expenses, and increase the rate of overall energy generation. …”
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High performance plain carbon steels obtained through 3D-printing by Qiyang Tan, Haiwei Chang, Guofang Liang, Vladimir Luzin, Yu Yin, Fanshuo Wang, Xing Cheng, Ming Yan, Qiang Zhu, Christopher Hutchinson, Ming-Xing Zhang

“…Such compositional complexity raises costs, creates supply vulnerability, and complicates recycling. …”
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Research progress on industrial waste heat recycling and seasonal energy storage by Jialin Song, Haoyi Zhang, Yanming Zhang, Zhongjiao Ma, Mingfei He

“…The application of this technology in the field of industrial surplus and waste heat utilization can effectively reduce energy waste and greenhouse gas emissions, thereby lowering the costs of industrial production. Here, we provide an overview of the current status of the utilization of surplus and waste heat resources in six industrial scenarios: Thermal power plants, nuclear power plants, steel mills, oil refineries, coal mines, and data centers. …”
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