Recent Progress about Flight Delay under Complex Network by Tang Zhixing, Huang Shan, Han Songchen

“…And, we made a clarification about relations among robustness, vulnerability, and resilience in air transportation networks. …”
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A traffic prediction method for missing data scenarios: graph convolutional recurrent ordinary differential equation network by Ming Jiang, Zhiwei Liu, Yan Xu

“…GCRNODE uses ODE to model the evolution of traffic flow and updates the hidden states of the ODE through observed data. …”
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Genetic associations of plasma metabolites with immune cells in hyperthyroidism revealed by Mendelian randomization and GWAS-sc-eQTLs xQTLbiolinks analysis by Yutong Li, Xingyu Song, Yuyang Huang, Sifan Zhou, Linkun Zhong

“…In addition, sensitivity analyses were used to evaluate robustness, heterogeneity, and horizontal pleiotropy of results. …”
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Optimization of the DTC control for doubly-fed induction motor using a PID based-genetic algorithm: Experimental validation on the dSPACE 1104 board by Ech-Chaouy Houssam, Derouich Aziz, Mahfoud Said

“…The results obtained show the evolution of speed, torque, as well as stator and rotor currents. …”
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A temporal knowledge graph reasoning model based on recurrent encoding and contrastive learning by Weitong Liu, Khairunnisa Hasikin, Anis Salwa Mohd Khairuddin, Meizhen Liu, Xuechen Zhao

“…The proposed model has the ability to capture the evolution of historical facts, generating representations of entities and relationships through recurrent encoding. …”
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Statistical Temporal Variations in the Auroral Electrojet Estimated With Ground Magnetometers in Fennoscandia by Simon Walker, Karl Laundal, Jone Reistad, Anders Ohma, Spencer Hatch

“…Not only can the temporal evolution of the DF currents and magnetic field perturbations be investigated, but the time derivative of said quantities can be analyzed. …”
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Identification of Maize Kernel Varieties Using LF-NMR Combined with Image Data: An Explainable Approach Based on Machine Learning by Chunguang Bi, Xinhua Bi, Jinjing Liu, He Chen, Mohan Wang, Helong Yu, Shaozhong Song

“…Subsequently, LF-NMR features and image morphological data were integrated to construct a classification model and the SVM hyperparameters were optimized using an improved differential evolution algorithm, achieving a final classification accuracy of 96.36%, which demonstrated strong robustness and precision. …”
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MIMO Control Architectures for Secondary Voltage Regulation in Electrically Coupled Transmission Grids: Design and Dynamic Performance by Andrea Vicenzutti, Fabio Marzolla, Massimiliano Chiandone, Salvatore Tessitore, Cosimo Pisani, Giorgio M. Giannuzzi, Giorgio Sulligoi

“…The results suggest one of the proposed architectures as a promising solution to address the power system’s evolution.…”
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Multifunctional Janus-Structured Polytetrafluoroethylene-Carbon Nanotube-Fe3O4/MXene Membranes for Enhanced EMI Shielding and Thermal Management by Runze Shao, Guilong Wang, Jialong Chai, Jun Lin, Guoqun Zhao, Zhihui Zeng, Guizhen Wang

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Advanced Fractional Mathematics, Fractional Calculus, Algorithms and Artificial Intelligence with Applications in Complex Chaotic Systems by Dumitru Baleanu, Yeliz Karaca

“…Predicting the future evolution of chaotic systems can screen the direction towards distant horizons with extensive applications in order to understand the internal machinations of neural and chaotic complex systems. …”
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FreshWater Watch: Investigating the Health of Freshwater Ecosystems, from the Bottom Up by Isabel Bishop, Amedeo Boldrini, Wim Clymans, Charlotte Hall, Heather Moorhouse, Stephen Parkinson, Kesella Scott-Somme, Ian Thornhill, Steven Loiselle

“…Herein, we outline the criteria used to develop a citizen science monitoring program for water quality, based on a standardized methodology designed to support the Agenda 2030 indicator 6.3.2 and the EU’s Water Framework Directive. We explore the evolution of protocols used to ensure data robustness and transferability and examine the utility of contextual information registered by citizen scientists. …”
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Multiscale Attention Feature Fusion Based on Improved Transformer for Hyperspectral Image and LiDAR Data Classification by Aili Wang, Guilong Lei, Shiyu Dai, Haibin Wu, Yuji Iwahori

“…With the uninterrupted evolution of remote sensing data, the list of available data sources has expanded, effectively utilizing useful information from multiple sources for better land surface observation, which has become an intriguing and challenging problem. …”
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Parameter space exploration within dynamic simulations of signaling networks by Cristina De Ambrosi, Annalisa Barla, Lorenzo Tortolina, Nicoletta Castagnino, Raffaele Pesenti, Alessandro Verri, Alberto Ballestrero, Franco Patrone, Silvio Parodi

“…This is perhaps the consequence of hundreds of millions of years of biological evolution.…”
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Enhancing voice spoofing detection in noisy environments using frequency feature masking augmentation by Soyul Han, Jaejin Seo, Sunmook Choi, Taein Kang, Sanghyeok Chung, Seungeun Lee, Seoyoung Park, Seungsang Oh, Il-Youp Kwak

“…FFM helps prevent overfitting and enhances the model’s robustness by avoiding reliance on specific frequency bands. …”
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Deep Learning in the Fast Lane: A Survey on Advanced Intrusion Detection Systems for Intelligent Vehicle Networks by Mohammed Almehdhar, Abdullatif Albaseer, Muhammad Asif Khan, Mohamed Abdallah, Hamid Menouar, Saif Al-Kuwari, Ala Al-Fuqaha

“…The rapid evolution of modern automobiles into intelligent and interconnected entities presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) for In-Vehicle Networks (IVNs). …”
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Re-annotation of SARS-CoV-2 proteins using an HHpred-based approach opens new opportunities for a better understanding of this virus by Brézellec, Pierre

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Advancing precision medicine: the transformative role of artificial intelligence in immunogenomics, radiomics, and pathomics for biomarker discovery and immunotherapy optimization by Luchen Chang, Jiamei Liu, Jialin Zhu, Shuyue Guo, Yao Wang, Zhiwei Zhou, Xi Wei

“…These improvements are expected to lead to more accurate, personalized treatment strategies and ultimately better patient outcomes, marking a significant step forward in the evolution of precision medicine.…”
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Equalizer Design: HBOA-DE-trained radial basis function neural networks by Santosh Kumar Das, Satya Ranjan Pattanaik, Pradyumna Kumar Mohapatra, Saroja Kumar Rout, Abdulaziz S. Almazyad, Muhammed Basheer Jasser, Guojiang Xiong, Ali Wagdy Mohamed

“…Additionally, the algorithm has been tested against a situation in burst error and evaluated via bit error probability (BEP) to establish its robustness and performance. Results showed that the method performed better in handling burst errors compared to others. …”
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Spider mites collectively avoid plants with cadmium irrespective of their frequency or the presence of competitors by Godinho, Diogo Prino, Fragata, Inês, de la Masseliere, Maud Charlery, Magalhães, Sara

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Simulation of the Damage Process in Quasi-Brittle Materials by a Modified Finite Element Method Using the Consistent Embedded Discontinuity Formulation by J. Retama, A. G. Ayala

“…The presented discontinuity formulation shows a robust finite element method to simulate the damage evolution processes in quasi-brittle materials, without modifying the mesh topology when cohesive cracks propagate.…”
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