Stochastic Model and Rhythm-Adaptive Technologies of Statistical Analysis and Forecasting of Economic Processes with Cyclic Components by Serhii Lupenko, Andrii Horkunenko

“…This article presents a mathematical model of cyclical economic processes, formulated as the sum of a deterministic polynomial function and a cyclic random process that simultaneously captures trend, stochasticity, cyclicity, and rhythm variability. …”
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Measures to Address Cyber-Attacks in Construction Project Data Management Processes: A Cybersecurity Perspective by Ornella Tanga Tambwe, Clinton Ohis Aigbavboa, Opeoluwa Israel Akinradewo, Peter Ademola Adekunle

“…In the past decade, the fourth industrial revolution has transformed data management in the construction industry, enhancing processes from storage to exchange. However, this digitisation has also led to increased security challenges, particularly cyber-attacks. …”
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Two-Stage Joint Model for Multivariate Longitudinal and Multistate Processes, with Application to Renal Transplantation Data by Behnaz Alafchi, Hossein Mahjub, Leili Tapak, Ghodratollah Roshanaei, Mohammad Ali Amirzargar

“…So instead of modeling of a single event, progression of the disease as a multistate process should be modeled. On the other hand, in such studies, multivariate longitudinal outcomes may be collected and their association with the survival process is of interest. …”
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Numerical Simulation Study on the Dynamic Processes and Evolution Laws of Multiple Granular Flows in a Gully by LEI Ming, ZHANG Liang, YE Chen, WANG Xiekang

“…However, as the number of granules increases, the computational load of numerical simulation rises significantly, leading to a substantial increase in computer running time. …”
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SIMULATION-DRIVEN STRATEGIES FOR ENHANCING WATER TREATMENT PROCESSES IN CHEMICAL ENGINEERING: ADDRESSING ENVIRONMENTAL CHALLENGES by Ayodeji Abatan, Alexander Obaigbena, Ejike David Ugwuanyi, Boma Sonimitiem Jacks, Enoch Oluwademilade Sodiya, Onyeka Henry Daraojimba, Oluwaseun Augustine Lottu

“…Key topics covered include the application of computational fluid dynamics (CFD), process simulation software, and advanced modeling techniques in the analysis and design of water treatment systems. …”
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Do land models miss key soil hydrological processes controlling soil moisture memory? by M. A. Farmani, A. Behrangi, A. Behrangi, A. Gupta, A. Tavakoly, A. Tavakoly, M. Geheran, G.-Y. Niu

“…We test the effects of these processes, which are generally missed by most LSMs in SMM. …”
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Digital twin system for manufacturing processes based on a multi-layer knowledge graph model by Chang Su, Xin Tang, Qi Jiang, Yong Han, Tao Wang, Dongsheng Jiang

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Modeling of Must Fermentation Processes for Enabling CO₂ Rate-Based Control by Nicoleta Stroia, Alexandru Lodin

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A comprehensive review on deep learning applications in advancing biodiesel feedstock selection and production processes by Olugbenga Akande, Jude A. Okolie, Richard Kimera, Chukwuma C. Ogbaga

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A survey of data-driven fault-diagnosis methods for large-scale industrial production processes by Qianxiang YU, Qing LI, Linlin LI, Yixuan WANG

“…Centralization necessitates consolidated data processing, which can create immense computational stress. …”
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Parallelizing analog in-sensor visual processing with arrays of gate-tunable silicon photodetectors by Zheshun Xiong, Wen Liang, Meiyue Zhang, Dacheng Mao, Qiangfei Xia, Guangyu Xu

“…Abstract In-sensor processing of dynamic and static information of visual objects avoids exchanging redundant data between physically separated sensing and computing units, holding promise for computer vision hardware. …”
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Safety After Dark: A Privacy Compliant and Real-Time Edge Computing Intelligent Video Analytics for Safer Public Transportation by Johan Barthelemy, Umair Iqbal, Yan Qian, Mehrdad Amirghasemi, Pascal Perez

“…The solution captures video streams from remote train stations closed circuit television (CCTV) networks, processes the data in the cloud, applies the action recognition model, and transmits the results to a live web application. …”
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Adaptive spatial-temporal information processing based on in-memory attention-inspired devices by Jiong Pan, Fan Wu, Kangan Qian, Kun Jiang, Yanming Liu, Zeda Wang, Pengwen Guo, Jiaju Yin, Diange Yang, He Tian, Yi Yang, Tian-Ling Ren

“…An adaptive spatial-temporal information processing primitive is successfully implemented based on in-memory analog computing. …”
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PyGAMD: Python graphics processing unit‐accelerated molecular dynamics software by Jialei Xu, Shenghong Guo, Miaolan Zhen, Zhuochen Yu, Youliang Zhu, Giuseppe Milano, Zhongyuan Lu

“…By designing an advanced framework of software, graphics processing unit‐acceleration achieved by the Numba library of Python and compute unified device architecture reaches a high computing efficiency.…”
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Approach for energy efficient building design during early phase of design process by Aviruch Bhatia, Shanmukh Dontu, Vishal Garg, Reshma Singh

“…This paper presents an innovative approach that utilizes user input parameters, processes them through cloud computing, and outputs easily understandable strategies for energy-efficient building design. …”
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Industrial IoT-Based Energy Monitoring System: Using Data Processing at Edge by Akseer Ali Mirani, Anshul Awasthi, Niall O’Mahony, Joseph Walsh

“…Edge-assisted IoT technologies combined with conventional industrial processes help evolve diverse applications under the Industrial IoT (IIoT) and Industry 4.0 era by bringing cloud computing technologies near the hardware. …”
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Low-Memory-Footprint CNN-Based Biomedical Signal Processing for Wearable Devices by Zahra Kokhazad, Dimitrios Gkountelos, Milad Kokhazadeh, Charalampos Bournas, Georgios Keramidas, Vasilios Kelefouras

“…However, the limited computational and memory resources of wearables necessitate lightweight yet accurate classification models. …”
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CRAFTS for H i Cosmology. I. Data Processing Pipeline and Validation Tests by Wenxiu Yang, Laura Wolz, Yichao Li, Wenkai Hu, Steven Cunnington, Keith Grainge, Furen Deng, Shifan Zuo, Shuanghao Shu, Xinyang Zhao, Di Li, Zheng Zheng, Marko Krčo, Yinghui Zheng, Linjing Feng, Pei Zuo, Hao Chen, Xue-Jian Jiang, Chen Wang, Pei Wang, Chen-Chen Miao, Yougang Wang, Xuelei Chen

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Reconfigurable and Scalable Artificial Intelligence Acceleration Hardware Architecture With RISC-V CNN Coprocessor for Real-Time Seizure Detection by Shuenn-Yuh Lee, Ming-Yueh Ku, Sing-Yu Pan, Chou-Ching Lin

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An Intelligent Natural Language Processing (NLP) Workflow for Automated Smart Building Design by Ebere Donatus Okonta, Francis Ogochukwu Okeke, Emeka Ebuz Mgbemena, Rosemary Chidimma Nnaemeka-Okeke, Shuang Guo, Foluso Charles Awe, Chinedu Eke

“…The automation of smart building design processes remains a significant challenge, particularly in translating complex natural language requirements into structured design parameters within Computer-Aided Design (CAD) environments. …”
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