Deep Learning Frontiers in 3D Object Detection: A Comprehensive Review for Autonomous Driving by Ambati Pravallika, Mohammad Farukh Hashmi, Aditya Gupta

“…The rise of self-driving cars has driven remarkable progress in 3D object detection technologies, crucial in safe and efficient autonomous driving. This analysis explores the pivotal function of three-dimensional object detection in improving AV safety and performance, underscoring its importance within the larger framework of self-driving vehicle systems. …”
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Autonomous Greenhouse Cultivation of Dwarf Tomato: Performance Evaluation of Intelligent Algorithms for Multiple-Sensor Feedback by Stef C. Maree, Pinglin Zhang, Bart M. van Marrewijk, Feije de Zwart, Monique Bijlaard, Silke Hemming

“…For an optimal strategy, however, it is essential that control algorithms properly account for crop responses, which requires appropriate sensors, reliable data, and accurate models. This paper presents the results of the 4th Autonomous Greenhouse Challenge, in which international teams developed six intelligent algorithms that fully controlled a dwarf tomato cultivation, a crop that is well-suited for robotic harvesting, but for which little prior cultivation data exists. …”
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Tunable Energy-Efficient Approximate Circuits for Self-Powered AI and Autonomous Edge Computing Systems by Shubham Garg, Kanika Monga, Nitin Chaturvedi, S. Gurunarayanan

“…Artificial Intelligence is applied in various domains of compute-intensive applications ranging from image recognition healthcare to statistical analysis. Additionally, recent advancements in Deep Neural Network (DNN) running on millions of devices for various AI tasks deliver an accuracy comparable to human levels. …”
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Evaluation of V2X Technologies for the Connectivity of Small Autonomous Vehicles on Secondary Railway Lines by Dereje Mechal Molla, Chadli Hadji, Sassi Maaloul, Leo Mendiboure, Marion Berbineau, Hakim Badis

“…This paper aims to provide a performance analysis of V2X connectivity technologies for autonomous vehicles on secondary railway lines. …”
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Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing by Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy

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A Study on Spatial and Temporal Changes and Synergies/Trade-Offs of the Production-Living-Ecological Functions in Mountainous Areas Based on the Niche Width Model by Yaling Li, Ruoying Song, Ping Ren

“…This study employs an ecological niche width model to quantify the functional status of “production-living-ecological” functions (PLEFs) between 2010–2020. …”
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Mito-fission gene prognostic model for colorectal cancer by Chao Liu, Sheng Xu, Yuanyuan Liu, Zhixing Lu, Jianrong Yang

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Using e³value for the Transformation of a Rent-a-Car into a Robotaxi by João Pedro Nina Rosa, António Reis Pereira, Paulo Pinto, Miguel Mira da Silva

“…The research objective of this paper is to analyse what is behind the self-driving offer implemented in Phoenix (Arizona) by Waymo and a normal rent-a-car company by modelling both in e³value. A gap analysis proposes a new model of the rent-a-car business with the integration of a shared autonomous vehicle ride-hailing service. …”
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Assessment of suitability evaluation for Ficus altissima blume ancient trees in different climatic environments in Guangxi, China by Hongliang Gu, Yuxia Chen, Qinqin Zhang

“…The accuracy of the Maxent model is superior to models such as BIOCLIM and GLM. …”
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Modèle de généralisation de données urbaines à base de contraintes et d’autonomieUrban data generalization models using constraints and autonomy by Anne Ruas

“…This paper proposes a model to generalise urban information. The model is based on autonomy, on constraints and on the representation of several levels of analysis. …”
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Cervical cancer prediction using machine learning models based on routine blood analysis by Jie Su, Hui Lu, Ruihuan Zhang, Na Cui, Chao Chen, Qin Si, Biao Song

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BOUNDEDNESS AND EXISTENCE ANALYSIS SOLUTION OF AN OPTIMAL CONTROL PROBLEMS ON MATHEMATICAL COVID-19 MODEL by Lukman Hakim, Lilis Widayanti

“…Depending on the current model, we will further develop the analysis and demonstrate the non-negativity condition as well as the boundedness criteria for the solutions. …”
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Fractal-fractional mathematical modeling of monkeypox disease and analysis of its Ulam–Hyers stability by Tharmalingam Gunasekar, Shanmugam Manikandan, Salma Haque, Murgan Suba, Nabil Mlaiki

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Modeling and Analysis of Mixed Traffic Flow Considering Driver Stochasticity and CAV Connectivity Uncertainty by Qi Zeng, Siyuan Hao, Nale Zhao, Ruiche Liu

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The analysis of uncertainty factors influence on mathematical modeling of ammonia compression in wet vapor area by D. Kh. Sadvakasov, G. I. Chernov, V. L. Yusha

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Analysis of the spatiotemporal dynamics of grassland carbon sinks in Xinjiang via the improved CASA model by Xuewei Liu, Renping Zhang, Jing Guo, Haoen Xu, Yuhao Miao, Feifei Niu, Zhengjie Gao, Xiaming Yang, Fengqin Xiong, Jianli Zhang

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Hybrid intelligence systems for reliable automation: advancing knowledge work and autonomous operations with scalable AI architectures by Allan Grosvenor, Anton Zemlyansky, Abdul Wahab, Kyrylo Bohachov, Aras Dogan, Dwyer Deighan

“…Scalability is a cornerstone, with the distributed training pipeline achieving linear scaling across 2,000 compute nodes for AI model training, while secure model aggregation incurs less than 4% latency in cross-domain settings.DiscussionBy blending symbolic precision with data-driven adaptability, this hybrid intelligence system offers a robust, transferable framework for automating complex knowledge work in domains like space operations and engineering simulations—and adjacent applications such as autonomous energy and industrial facility operations, paving the way for next-generation industrial AI systems.…”
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Study of Heart Rate Variability to Comprehend the Significance of Singing Bowl Meditation on the Functioning of the Autonomic Nervous System by Ritika Upadhyay, Biswajeet Champaty, Suraj Kumar Nayak

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Public Preferences of Shared Autonomous Vehicles in Developing Countries: A Cross-National Study of Pakistan and China by Zhong Wang, Muhammad Safdar, Shaopeng Zhong, Jianrong Liu, Feng Xiao

“…A total of 910 valid responses were gathered: 551 from Lahore, Pakistan, and 359 from Dalian, China. A multinomial logit model and a mixed multinomial logit model with panel effect were used for data analysis. …”
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AI-driven diagnosis and health management of autonomous electric vehicle powertrains: An empirical data-driven approach by Hicham El hadraoui, Adila El maghraoui, Oussama Laayati, Erroumayssae Sabani, Mourad Zegrari, Ahmed Chebak

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