Spatio-Temporal AI Modeling for Urban Traffic Calibration: A SUMO-Based Approach by Pablo Manglano-Redondo, Alvaro Paricio-Garcia, Miguel A. Lopez-Carmona

“…The AI engine incorporates an iterative feedback loop that continuously refines the OD demand using synthetic scenarios, improving estimation accuracy across diverse urban environments. …”
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The Path and Trends in Information Science and Technology Curriculum Construction by XIONG Zhang, TANG Xiaolan

“…Furthermore, a human-in-the-loop mechanism for digital resource sharing is proposed to promote educational equity and iterative resource optimization. …”
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Wind Farm Power Maximisation via Wake Steering: A Gaussian Process‐Based Yaw‐Dependent Parameter Tuning Approach by Filippo Gori, Sylvain Laizet, Andrew Wynn

“…This method holds promise for real‐time control applications and can be extended to other control strategies and closed‐loop frameworks.…”
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Experimental Study of Hysteresis Characteristics of Water-Sediment Mixture Seepage in Rock Fractures by Lili Cao, Pu Zhang, Jiazhi Zhang, Gang Lin, Izhar Mithal Jiskani, Zhanqing Chen, Zhifei Wang, Ming Li

“…The area of the hysteresis loop and the maximum pressure gradient were selected as characterization parameters of hysteresis. …”
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Adaptive dynamic ϵ-simulated annealing algorithm for tumor immunotherapy by Xiaoyan Sun, Xiaoyan Sun, Ying Jiang

“…This study highlights the potential of biologically informed optimization algorithms in personalized oncology and provides a computational basis for future closed-loop, patient-specific treatment strategies.…”
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A Novel Graph Reinforcement Learning-Based Approach for Dynamic Reconfiguration of Active Distribution Networks with Integrated Renewable Energy by Hua Zhan, Changxu Jiang, Zhen Lin

“…Traditional mathematical optimization algorithms tend to encounter issues like slow computational speed and difficulties in solving large-scale models, while heuristic algorithms are prone to fall into local optima. …”
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To stay or go: movement, behavior, and habitat use of shortfin mako sharks (Isurus oxyrinchus) in the Gulf of Mexico by Kesley Gibson Banks, Daniel M. Coffey, Mark R. Fisher, Greg W. Stunz

“…Mako sharks exhibited resident behavior in productive shelf and shelf-slope waters and at sea surface temperatures (SSTs) between 19.6°C and 26°C, while transiting behavior was observed at SSTs >26°C and in migration corridors, such as the Loop Current, during movements through the Yucatán Channel or Straits of Florida. …”
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A Single-Phase Modular Multilevel Converter Based on a Battery Energy Storage System for Residential UPS with Two-Level Active Balancing Control by Yang Wang, Thomas Geury, Omar Hegazy

“…In the islanded mode test, the THD was 1.37% and 4.59% for the voltage and current, respectively, while in the grid-connected mode test, these values were 1.72% and 4.24% for voltage and current, respectively.…”
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Model-based hierarchal control framework for frequency and voltage stability in islanded microgrids with low inertia by Girmaw Teshager Bitew, Teketay Mulu Beza, Muhammad Shahzad

“…Future research will focus on hardware-in-the-loop verification and cyber-attack-resilience integration.…”
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Single source switched capacitor boosting nine-level inverter for PV applications by Lakshmi Prasanna, T.R. Jyothsna, Allam Venkatesh, CH. Nayak bhukya

“…Following that, hardware-in-loop (HIL) tests are carried out to validate the feasibility of the study and the functionality of the suggested topology.…”
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Real-Time Gas Path Fault Diagnosis for Aeroengines Based on Enhanced State-Space Modeling and State Tracking by Siyan Cao, Hongfu Zuo, Xincan Zhao, Chunyi Xia

“…A nonlinear component-level model of the JT9D engine is developed through aero-thermodynamic governing equations, enhanced by a dual-loop iterative cycle combining Newton–Raphson steady-state resolution with integration-based dynamic convergence. …”
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Molecular identification of the main raptor bird species from the Arequipa-Lima region, Peru, using sanger sequencing by Wilmer Julio Paredes Fernandez, Maria Elena Suaña Quispe, Adolfo Roman Ramos Paredes, Erick Andy Huarilloclla Cordova, Thyfanny Brigitte Cuellar Ramos, Holger Mayta Malpartida

“…The taxonomic identity of 12 birds of prey species from two regions was inferred, with similarity percentages ranging from 99-100% compared to the database sequences. While the amplification of D-Loop/12S was unsuccessful due to the specific primers for Vultur gryphus, the COI and NAD2 regions showed high efficacy in the molecular identification of the analyzed samples. …”
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QUANTITATIVE DETECTION OF MICRORNA-20A AMONG IRAQI COLORECTAL CANCER PATIENTS by Hiba A. Mohammed, Nuha J. Kandala, Noor Saber

“…Specific primers designed for this purpose, the sequence of miR-20a retrieved from NCBI and miRBASE, the primers designed using stem-loop structure method, RNU-43 reference gene used for results normalization. …”
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The ππ scattering amplitude at large N c by Jorge Baeza-Ballesteros, Pilar Hernández, Fernando Romero-López

“…We consider polynomial parametrizations of the phase shift, as well as one-loop chiral perturbation theory (ChPT) predictions. …”
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An oxygen-generating nanoplatform remodels the immunosuppressive tumor microenvironment via synergistic lactate depletion and sonodynamic therapy by Chenchen Tang, Xinyi Tang, Jingwei Tang, Jie Hu, Li Wan, Jimei Chen, Ruqian Fu, Yang Cao, Rui Li

“…This process established a positive feedback loop via lactate depletion while amplifying sonodynamic therapeutic effects through enhanced oxygen production. …”
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MagneticPillars++: Efficient LiDAR Odometry Via Deep Frame-To-Keyframe Point Cloud Registration by Kai Fischer, Martin Simon, Stefan Milz, Patrick Mäder

“…However, due to its distance-based processing nature, ICP relies on an accurate pose initialization while implicating increased computational complexity with a growing number of points. …”
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A Novel Principle for Transparent Applications of Force Impulses in Cable-Driven Rehabilitation Systems by Andrej Olenšek, Matjaž Zadravec, Matej Tomc, Teja Krishna Mamidi, Vineet Vashista, Zlatko Matjačić

“…The PACE-R module utilizes remote actuation and an open-loop, discrete state control, where the cable is coupled to the motor only during active intervention. …”
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Tree-level unitarity constraints on heavy neutral leptons by Kevin A. Urquía-Calderón, Inar Timiryasov, Oleg Ruchayskiy

“…Finally, we determine the maximum mass that an HNL can have in the type-I seesaw model while remaining the sole source of neutrino masses.…”
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Functional Features of External Respiration in Miners by Yu. A. Churlyaev, V. N. Kiselev, Ye. Yu. Pronichev, M. G. Chechenin, Ya. A. Kan

“…In both groups, expiratory respiratory function was studied on a «MicroLoop» spirometer (Micro Medical Ltd (United Kingdom), by mathematically processing the Results. …”
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Ship heading and trajectory control method based on L1-GPR by Shijie LI, Jiawei HE, Jialun LIU, Taixu LIU, Chengqi XU

“…The L1 adaptive controller is a new technique that considers both robustness and fast adaptivity. The closed-loop control system has proven to be consistently globally asymptotically stable, while the GPR model is used to model sudden disturbances and environmental disturbances during ship navigation, and achieve the rapid elimination of the effects of such disturbances in combination with the adaptive law. …”
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