Inverse Dynamics-Based Motion Planning for Autonomous Vehicles: Simultaneous Trajectory and Speed Optimization with Kinematic Continuity by Said M. Easa, Maksym Diachuk

“…This article presents an alternative variant of motion planning techniques for autonomous vehicles (AVs) centered on an inverse approach that concurrently optimizes both trajectory and speed. This method emphasizes searching for a trajectory and distributing its speed within a single road segment, regarded as a final element. …”
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INFORMATION MODELING OF ORGANIZATION OF BRIDGES’ CONSTRUCTION UNDER STOCHASTIC UNCERTAINTY OF TIME PARAMETERS by T. V. Bobrova, M. S. Ratanin, E. P. Timofeeva

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Advances in AI-based rainfall forecasting: a comprehensive review of past, present, and future directions with intelligent data fusion and climate change models by Farhan Amir Fardush Sham, Ahmed El-Shafie, Wan Zurina Wan Jaafar, Adarsh S, Mohsen Sherif, Ali Najah Ahmed

“…Accurate rainfall forecasting is crucial for managing water resources, supporting agriculture, and preparing for natural disasters, especially as climate variability becomes more pronounced. Traditional methods often struggle with the complexity and unpredictability of rainfall patterns across different climates, driving interest in advanced modelling approaches capable of capturing such nonlinear dynamics. …”
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SARS-CoV-2 genomic contextual data harmonization: recommendations from a mixed methods analysis of COVID-19 case report forms across Canada by Rhiannon Cameron, Sarah Savić Kallesøe, Emma J. Griffiths, Damion Dooley, Aishwarya Sridhar, Anoosha Sehar, Lauren C. Tindale, William W.L. Hsiao

“…Such variations delay data integration and make consistent analysis difficult or impossible. …”
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Decentralised Consensus Control of Hybrid Synchronous Condenser and Grid-Forming Inverter Systems in Renewable-Dominated Low-Inertia Grids by Hamid Soleimani, Asma Aziz, S M Muslem Uddin, Mehrdad Ghahramani, Daryoush Habibi

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Integrating Dynamic Red Blood Cell Distribution Width Monitoring and β-Blocker Therapy for Mortality Prediction in Intensive Care Unit Cardiomyopathy Patients: A Bayesian Multivari... by Si Chen, Rui Nie, Yi Wang, Haoran Guo, Yan Wang, Haixia Luan, Xiaoli Zeng, Hui Yuan

“…The BMJM enables personalized risk assessment by integrating longitudinal biomarker data. These findings support RDW as a dynamic biomarker and advocate for its integration into personalized treatment strategies.…”
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Current research and future prospects of air pollutant and CO2 emission inventories in the iron and steel industry by Xin XU, Wanyue SHAN, Zheng ZHANG, Qing WANG, Xin BO

“…In addition, establishing a comprehensive, unorganized emission accounting system and optimizing the CO2 accounting framework and methods are essential. Incorporating real-time CEMS monitoring data and integrating composition profiles of VOCs and particulate matter characteristics from key processes can remarkably enhance the resolution of emission inventories. …”
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Ecological scenarios: Embracing ecological uncertainty in an era of global change by K. Clark‐Wolf, W. E. Moss, B. W. Miller, I. Rangwala, H. R. Sofaer, G. W. Schuurman, D. Magness, A. J. Symstad, J. D. Coop, D. B. Bachelet, J. J. Barsugli, A. Ciocco, S. D. Crausbay, T. Hoecker, J. S. Lewinsohn, M. F. Oldfather, O. M. W. Richmond, R. Rondeau, A. Runyon, R. E. Russell, J. L. Wilkening

“…We provide examples of how specific qualitative and quantitative methods can be used to explore variation in ecological responses to a given climate future. …”
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Evaluation Method of Water Injection Development Effects in Fractured Vuggy Carbonate Reservoirs: Case Study of F_I7 Strike-Slip Fault Zone by Jie Geng, Long Xiao, Ping Yue, Yun Xiao, Hongnan Yang, Simin Qu, Xia Wang

“…The CRITIC method is used as the main approach, and the analytic hierarchy process, the entropy weight method, and the coefficient of variation method are used as sub-methods. …”
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Enhancing production rates at El Teniente's black cave mine through optimizing HF hole distribution using discrete fracture network modeling and geostatistical simulation methods by Amin Hekmatnejad, Fernando Manscilla, Paulina Schachter, Pengzhi Pan, Ehsan Mohtarami, Alvaro Pena, Abbas Taheri, Benoit Crespin, Francisco Moreno, Roberto Gonzales

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Toward a Blood Sensor for an IoT Monitoring: A New Approach for the Design and Implementation of Blood Light Absorption Systems Based on the Finite Element Method and the Diffusion... by Mouna Dhmiri, Yassine Manai, Tahar Ezzedine

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Kinematic Characteristics of Deformed Porous Structures by Veselovska N., Sivak R., Paladiychuk Y., Bandura V., Telyatnik I., Bohatiuk M., Savkiv V., Edl M.

“…Experimental and computational methods of studying the stress state in the plastic region are characterized by various methods and accuracy of measurements, methods of mathematical processing of experimental information, and interpretation of results. …”
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Design and Performance Evaluation of a Feed Distribution Device in the Small-Scale Pneumatic Conveying Feeder for Recirculating Aquaculture Systems by Liang Wang, Mingdong Ji, Kang Wu, Xudong Weng, Haijun Li

“…The motion and force of feed pellets during the distribution process were studied using the discrete element method (DEM) simulation to evaluate the integrity of feed pellets. …”
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Human Comfort and Environmental Sustainability Through Wetland Management: A Case Study of the Nawabganj Wetland, India by Kirti Avishek, Pranav Dev Singh, Abhrankash Kanungo, Pankaj Kumar, Shamik Chakraborty, Suraj Kumar Singh, Shruti Kanga, Gowhar Meraj, Bhartendu Sajan, Saurabh Kumar Gupta

“…The human comfort index was calculated using field data, while vegetation density and frequency were analyzed based on seasonal variations using the quadrant method. The results indicate that the wetland significantly contributes to local temperature reduction and improved comfort levels. …”
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Interactive Relationship between Rail Transit and Industrial Development in Beijing by WANG Jing, ZHANG Jian, XU Wencong

“…[Objective] With the continuous expansion of urban rail transit scale in China, how to enhance passenger flow efficiency through integrated station-city planning has become a key issue for the development of many major cities. …”
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A new method for identifying reservoir fluid properties based on well logging data: A case study from PL block of Bohai Bay Basin, North China by Song Jian, Zhang Hao, Guo Jianhong, Han Zihao, Guo Jianchao, Zhang Zhansong

“…Therefore, this article aims to address this challenge by proposing a new reservoir fluid identification method. In this article, an improved Markov variation field model is applied to map geophysical logging data and is integrated with a quantum hybrid neural network (HQNN) to address the nonlinear correlations between logging data. …”
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The specific heat loss combined with the thermoelastic effect for an experimental analysis of the mean stress influence on axial fatigue of stainless steel plain specimens by G. Meneghetti, M. Ricotta, B. Atzori

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Statistical Modeling and Probable Calculation of the Strength of Materials with Random Distribution of Surface Defects by Roman Kvit, Petro Pukach, Tetyana Salo, Myroslava Vovk

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The influence of a STEM unit on the interest in and understanding of science and engineering between elementary school girls and boys by Tracy Hewitt, Frank Forcino

“…The study explores gender differences among students, aiming to identify variations in the impact of the STEM unit on boy and girl students. …”
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XSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB0 with squeeze-and-excitation blocks and multi-scale feature fusion by Md Assaduzzaman, Prayma Bishshash, Md. Asraful Sharker Nirob, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj

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