Remaining useful life prediction of li-ion batteries based on an improved transformer model by Qingsong Wang, Annuo Yu, Hao Ding, Ming Cheng, Giuseppe Buja

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THE PROBLEM OF ENERGY EFFICIENCY OF SYSTEMS BASED ON ARTIFICIAL INTELLIGENCE OF THE INTERNET OF THINGS (AIOT) by С. В. Войтко

“…AIoT energy efficiency can be ensured on the basis of the following: selection of machine learning methods, hardware improvement, software optimization, network planning, effective model design, and energy consumption testing with subsequent conclusions for comprehensive improvement. …”
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Investigating The Performance Of Local And Indigenous Businesses In Times Of Economic Recession With Emphasis On Developing The Capabilities Of Cooperatives In Sistan And Baluchest... by Ali Asghar Tabavar, Abdoulnaser Derakhshan, Sahar Arefi

“…The purpose of the current research is to investigate the performance of local and local businesses in the economic recession with an emphasis on the development of the capabilities of cooperatives. Vector error correction models are used to test the research hypothesis. …”
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Development and exergo-energetic analysis of an energy-efficient solar-assisted transcritical CO2 refrigeration system with two-phase ejector by Orelien T. Boupda, Frederic Lontsi, Thomas Djiako, Roger Ekani

“…The study aims to examine the energy and exergy performance criteria of the combined system. The developed model of the system was simulated using EES software, for an evaporation temperature of −10 °C and a cooling capacity estimated at 15 kW. …”
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The Earth Science Box Modeling Toolkit (ESBMTK 0.14.0.11): a Python library for research and teaching by U. G. Wortmann, T. Tsan, M. Niazi, I. A. Ma, R. Navasardyan, M.-R. Marun, B. S. Chede, J. Zhong, M. Wolfe

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Ontology for a Knowledge-Based Deconstruction of Buildings Based on BIM Models and Linked Data Principles by Jan-Iwo Jäkel, Eva Heinlein, Constantin von Czernitzky, Sven Mackenbach, Katharina Klemt-Albert

“…During the deconstruction phase, planning and execution are carried out using a variety of different software applications. Despite the use of digital 3D models according to the Building Information Modeling (BIM) method, there is no interoperability along the value chain in the deconstruction of a building. …”
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A Retail Inventory Model with Promotional Efforts, Preservation Technology Considering Green Technology Investment by Sunita Yadav, Sarla Pareek, Mitali Sarkar, Jin-Hee Ma, Young-Hyo Ahn

“…Carbon emissions costs due to storage, transportation, and preservation are considered herein. This model studies the effect of various cost parameters on the model. …”
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Integration of Sensor Data and Mathematical Modeling of Underwater Robot Behavior Using a Digital Twin by M. D. Gladyshev, A. V. Rybakov

“…The basis of the study was the development of a mathematical model of the motion of an underwater robotic complex. …”
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Post-processing methods for mitigating algorithmic bias in healthcare classification models: An extended umbrella review by Shaina Mackin, Vincent J. Major, Rumi Chunara, Remle Newton-Dame

“…Early bias mitigation literature has focused on addressing bias in the preparation and development phases of the algorithm life cycle (pre- and in-processing). …”
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Identifying the Dimensions and Components of a Gamification Model in the Marketing Processes for Sharing Economy Transportation Businesses by Somaye Moradi, Maysam Shafiee

“…Based on previous research, the lack of comprehensive and indigenous models in the development of gamification in sharing economy businesses necessitates an investigation from the perspective of experts. …”
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Cybersecurity Maintenance in the Automotive Industry Challenges and Solutions: A Technology Adoption Approach by Ignacio Fernandez de Arroyabe, Tim Watson, Iain Phillips

“…Numerous attempts have been made to create a secure system that meets the criteria and requirements of the automotive vehicle development life cycle. However, a critical gap exists in the secure development lifecycle, particularly concerning the development and maintenance of software after the vehicle has been sold by the manufacturer. …”
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An Exercise-Based Precision Medicine Tool and Smartphone App for Managing Achilles Tendinopathy (the 'PhysViz' System): User-Centered Development Study by Kohle Merry, Megan M MacPherson, Jackie L Whittaker, Christopher Napier, Liisa Holsti, Alex Scott

“…The PhysViz serves as a model for technology-based intervention development, with potential implications for other tendinopathies and remote rehabilitation strategies.…”
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Realization and Application of Information Expansion on Water Conservancy and Hydropower Engineering Based on IFC Standard by FU Zhihao, LYU Bin, YANG Chuhua, WANG Cunhui

“…The application of BIM technology in the entire life cycle of water conservancy and hydropower engineering has attracted more and more attention,and the importance of project information based on BIM model as key production factors has become increasingly prominent.Currently,the storage standard of water conservancy and hydropower engineering information model usually adopts the information expansion based on the IFC standard.In practical applications,there are some problems such as insufficient information and non-implementation of standard in the design software.To further carry out research and application based on model information,it is necessary to realize the dynamic expansion to model information and integrate it in design software for ease of use.Based on the industry foundation class standard (IFC),this paper discusses the method of information expansion under the IFC standard system,and sorts out the realization method of IFC standard expansion on the basis of Microstation by C# language.The information processing program developed based on Microstation can easily and quickly add,view,update,and expand the information required by the project as needed.The standard stored in the XML file format,which is more convenient for future research and sharing.The program has been applied and verified in actual projects,and the delivery of the three-dimensional information model has been successfully completed.The Microstation-based IFC information expansion method is simple and feasible,with strong portability,which can lay a good foundation for subsequent research on data delivery standards,project model information expansion,and project data analysis,and provide references for similar projects.…”
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Coal gangue image recognition model based on improved U−Net and top coal caving control by Yong YUAN, Zhenghan QIN, Yongqi XIA, Rang WU, Libao LI, Yong LI

“…Finally, the encapsulated model code facilitated the development of an intelligent software solution for coal gangue image recognition. …”
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Machine learning based predictive modeling and risk factors for prolonged SARS-CoV-2 shedding by Yani Zhang, Qiankun Li, Haijun Duan, Liang Tan, Ying Cao, Junxin Chen

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Modeling and application of temperature-dependent elastic constants in continuous fiber-reinforced shape memory polymer composites by Jiajun Chen, Chen Du, Wenwu Zhang, Penghui Zhu, Qinghu Wang, Xiongqi Peng

“…Furthermore, by incorporating the concept of storage strain, these analytical models are implemented into the commercial finite element software ABAQUS via the UMAT subroutine, enabling finite element simulation of SMPC shape memory cycles. …”
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Multi-input PINN Surrogate Model for Digital Twin of Lead-cooled Fast Reactor Main Pump by GUO Yiwen, LI Liangxing, XIANG Zutao, GUI Jiabin, SHI Shang, LEI Zhenxin, XU Xiangyang

“…This approach results in high computational costs and prolonged design cycles. To address the issues, a physics-informed neural network (PINN) surrogate model with a multi-input structure was developed and applied it for rapid prediction of the flow field of the MPC in LFR under different operating conditions, to be used in the state tracking module of a digital twin system. …”
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Parametric Optimization of Train Brake Pad Using Reverse Engineering with Digital Photogrammetry 3D Modeling Method by P Paryanto, Muhammad Faizin, R Rusnaldy

“…This suggested that reverse parameterization significantly accelerated computer-aided design (CAD) model reconstruction and reduced the part redesign development cycle. …”
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Development and thermodynamic analysis of a novel parabolic trough collector (PTC) based solar-assisted air conditioning system for environmental and energy efficiency interests by Brice Sandong Omgba, Frederic Lontsi, Olivier Thierry Sosso Mayi, Gerard Emani, Orelien Boupda, Samuel Batambock, Ruben M Mouangue

“…The system modeling is done following an energy and exergy approach, followed by simulation using the EES software for fifteen candidate refrigerants. …”
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Application of modified equations of dynamics of average for operational forecasting of the turn and results of battle action by Borys Butvin, Olexander Mashkin, Olexii Solomitskii

“…The development of an expert information processing unit, together with modern software tools for data analysis and processing, provides an opportunity to organize the process of quality assessment of the most important properties of models and multimodel complexes. …”
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