An LSTM-driven thermoelectric coupling response prediction method for shape memory alloy actuators by Shaozhe Ding, Longbin Liu, Shifeng Zhang, Mingkun Li

“…Abstract Shape memory alloys (SMAs) show exceptional potential in actuator design due to their shape memory effect and superelasticity, yet their thermoelectric hysteresis challenges accurate modeling. …”
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End-to-End Deep-Learning-Based Surrogate Modeling for Supersonic Airfoil Shape Optimization by Diogo Pereira, Frederico Afonso, Fernando Lau

“…Overall, this work strikes a balance between efficiency and effectiveness without compromising reliability.…”
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Simultaneous Measurement of Axial Strain and Temperature Based on a Z-Shape Fiber Structure by Chi Zhang, Ping Lu, Hao Liao, Wenjun Ni, Xin Fu, Xinyue Jiang, Deming Liu, Jiangshan Zhang

“…The laser irradiation also gives rise to efficient coupling between the core mode and cladding modes. …”
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Optimization of Iterative Algorithms for Focusing Light Through Scattering Media by Yulan Zhou, Xun Li

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The Importance of Particle Shape: Effect of Nonspherical Particles and Their Stabilized Pickering Emulsions on Immunization Efficacy by Yanan Li, Jie Teng, Qiuting Chen, Qingze Fan, Hiroyuki Oku, Guanghui Ma, Jie Wu

“…However, the immune effects of adjuvants containing nonspherical particles and their stabilized Pickering emulsions remain largely unexplored. Particle shape plays a critical role in influencing particle–cell interactions and antigen storage efficiency. …”
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THE ROLE OF THE MINISTRY OF FINANCE OF UKRAINE IN SHAPING STATE CUSTOMS POLICY: ECONOMIC AND LEGAL ASPECT by Ivan Yaromii

“… The subject of the study is to clarify the role of the Ministry of Finance of Ukraine in shaping state customs policy from both economic and legal perspectives. …”
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Particle and Cell Separation in Deterministic Lateral Displacement Arrays with Inverse L-Shaped Pillars by Hao Jiang, Fengyang Zhang, Zhou Fan, Chundong Zhang, Zunmin Zhang

“…Although recent innovations in pillar geometry have broadened its biomedical applications, the fundamental mechanisms dictating flow behavior and separation efficiency remain not fully understood. In this study, we conducted dissipative particle dynamics simulations to systematically investigate the separation of rigid spherical particles and red blood cells (RBCs) in DLD arrays with inverse L-shaped pillars. …”
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Reward shaping-based deep reinforcement learning for look-ahead dispatch with rolling-horizon by Hongsheng Xu, Yungui Xu, Ke Wang, Yaping Li, Abdullah Al Ahad

“…Therefore, this paper proposes novel reward shaping (RS)-based DRL algorithms for the rolling-horizon LAD problem. …”
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A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images by Dawen Yu, Shunping Ji

“…To achieve accurate instance mask segmentation, we introduce a shape guidance module (SGM) to emphasize the object boundary and shape information. …”
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The Influence of Electrode Shape on the Electric and Temperature Fields in an Immersed High-Voltage Electrode Boiler by Mingyong Wang, Jianfei Wang, Yiling Zhang, Lu Li, Wenkai Zhou, Zhipeng Lei

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TECHNOLOGY FOR OBTAINING BIMETALLIC SHAPING PARTS OF DIE TOOLING USING METHOD OF HIGH-SPEED HOT EXTRUSION by I. V. Kachanov, M. V. Kudin, S. A. Lenkevich

“…Processes of high-speed shaping changes and especially high-speed hot extrusion create efficient conditions for treatment of weakly plastic and poorly deformable materials which are widely used in tool making facilities. …”
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Influences of natural convection on cylindrical objects within a square enclosure with varied shapes by Zakir Hussain, Nusrat ul ain, Naeem Ullah, Zahid Nisar, M.S. Anwar

“…Natural convection from varied shapes obstacles inside enclosure has significant role for enhancement of energy efficiency and explored industrial challenges against heat transfer mechanisms. …”
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Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm by Youtao Xue, Yuxin Yang, Shaobo Yao, Wenwen Zhao, Lihua Chen

“…The primary aim of this framework is to explore the efficiency enhancements achievable through AKC-GPR. …”
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Analysis of flow characteristics around sharp, blunt, and bulb-shaped missile nose geometries by Shamitha Shetty, Kavana Nagarkar, Sher Afghan Khan, Abdul Aabid, Muneer Baig

“…Key parameters such as drag coefficient, lift coefficient, and pressure distribution are analyzed to understand the impact of nose shape on aerodynamic efficiency. Results indicate that the sharp nose geometry exhibits significantly reduced drag compared to the blunt and bulb configurations due to streamlined shock wave interactions and reduced pressure concentration at the nose tip. …”
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Influence of Lithography Process Parameters on Continuous Surface Diffractive Optical Elements for Laser Beam Shaping by Wenjing Liu, Axiu Cao, Junbo Liu, Hui Pang, Qiling Deng, Jian Wang, Song Hu

“…The speckle contrast, uniformity, and diffraction efficiency of the prepared linear beam-shaping element are 4.2%, 97.3%, and 87%.…”
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Flow topology and thermal mechanism in turbulent channel flow with tapered V-shaped baffles by Somchai Sripattanapipat, Naman Jain, Suvanjan Bhattacharyya, Varesa Chuwattanakul, Paisarn Naphon, Smith Eiamsa-ard

“…A key consideration in the advancement of SAH technology is the enhancement of heat transfer between the absorber surface and the airflow, which directly influences thermal efficiency and overall system performance. In this study, a numerical investigation is conducted to analyze turbulent periodic flow and heat transfer enhancement in a three-dimensional channel fitted with regularly spaced tapered V-shaped baffles (T-VBs). …”
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An Adaptive Task Traffic Shaping Method for Highly Concurrent Geographic Information System Services with Limited Resources by Zheng Wu, Hongyun Zhou, Zezhao Wang, Pengda Wu, Zhaoting Ma

“…This paper proposes an adaptive task traffic shaping method to improve the utilization efficiency of server resources, reduce task processing delay, and improve service stability and response speed by monitoring the system load in real time and dynamically adjusting the processing rate of GIS task traffic. …”
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Technological Features of Forming Flat Tool for Processing Axicons by A. S. Kozeruk, R. O. Dias Gonzalez, A. A. Sukhotzkiy, M. I. Filonova, V. O. Kuznechik

“…Sensitivity of a kinematic response to a change in processing modes and efficiency of these modes in terms of process performance have been determined in the paper. …”
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Green cash flow: how ESG performance shapes corporate cash holding strategies by Leihong Yuan, Leihong Yuan, Mohamad Naimi Mohamad Nor, Dzarfan Abdul Kadir

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Spatial-temporal differentiation characteristics of the coupling of urban resilience and green development efficiency in resource-based cities(资源型城市韧性水平与绿色发展效率耦合的时空分异特征)... by 张赛茵(ZHANG Saiyin), 王启翔(WANG Qixiang), 袁佳欣(YUAN Jiaxin), 王金伟(WANG Jinwei)

“…The green development efficiency reveals a "W" shaped fluctuation growth trend over time, and the overall growth efficiency is not significant. (2) The mean value of the system coupling degree between them fluctuates within the range of [0.7, 0.8], presenting a high coupling relationship. …”
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