Human and environmental feature-driven neural network for path-constrained robot navigation using deep reinforcement learning by Nabih Pico, Estrella Montero, Alisher Amirbek, Eugene Auh, Jeongmin Jeon, Manuel S. Alvarez-Alvarado, Babar Jamil, Redhwan Algabri, Hyungpil Moon

“…The paper provides a GitHub repository that includes comparative performance videos with state-of-the-art models in path-constrained scenarios, along with strategies for reward functions. …”
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Thermal analysis for convective transport of nanoparticles with effective phenomenon of damped shear-thermal flux: A fractional model by Qasim Ali, Sami Ullah Khan, Adnan, Hakim AL Garalleh, M. Waqas, Nurnadiah Zamri, Dilsora Abduvalieva, Manish Gupta

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Fabrication and optimization of parameters of high-performance polyamide thin film composite membranes for desalination by Muhammad Razzaq, Ajaz Hussain, Sara Musaddiq, Dilshad Hussain, Javaria Kanwal, Saikh Mohammad Wabaidur, Hafiz Muhammad Asif, Muhammad Mahboob Ahmed, Francis Verpoort

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Modelling and Simulation of the Spread of HBV Disease. by Niyirora, Ignatius

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Correction of mitochondrial dysfunction with trimethoxy-substituted monocarbonyl curcumin analogues in experimental Alzheimer’s disease by D. I. Pozdnyakov, A. A. Vikhor, V. M. Rukovitsina, E. T. Oganesyan

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Device-independent certification of desirable properties with a confidence interval by Wan-Guan Chang, Wan-Guan Chang, Wan-Guan Chang, Kai-Chun Chen, Kai-Siang Chen, Shin-Liang Chen, Shin-Liang Chen, Yeong-Cherng Liang, Yeong-Cherng Liang

“…Intriguingly, a Bell function useful for self-testing does not necessarily give the optimal confidence-gain rate for certifying the fidelity to the corresponding target state.…”
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Identification of Candidate Genes for Cold Tolerance at Seedling Stage by GWAS in Rice (<i>Oryza sativa</i> L.) by Huimin Shi, Wenyu Zhang, Huimin Cao, Laiyuan Zhai, Qingxin Song, Jianlong Xu

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Hypothermic machine perfusion of a donor kidney using an experimental dextran-40-based preservation solution and orthotopic transplantation (experimental study) by V. G. Shestakova, V. K. Bogdanov, R. D. Pavlov, V. M. Terekhov, A. S. Timanovsky, A. A. Zharikov, A. N. Shibaev, N. V. Grudinin

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Highly dispersed Cu0-Cuδ+/MgO-FeOx catalyst for the synergistic enhancement of the hydrogenation of furfural by Shuaishuai Wang, Lingyu Jia, Shanshan Dang, Mingkun Zhang, Tianliang Lu, Xiang Gao, Weifeng Tu, Zhenzhou Zhang

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Local Bifurcation and Global Stability of Two-Prey-One-Predator Model by Hanaa Jamal Ahmed, Kawther Yusuf Abdulrahman, Karzan Abdulrahman Hamzah, Arkan Nawzad Mustafa

“…Next, we investigate the occurrence of local bifurcations around each steady state points by taking the value of the birth rate, death rate, and fear parameter as a bifurcation parameter. …”
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The aspirin resistance and platelets` receptors expression in chronic heart failure patients with type 2 diabetes mellitus by M. Yu. Kolesnyk, V. V. Syvolap

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Prevention and correction of postdecompression liver dysfunction in obstructive jaundice in experimental animals by M. M. Magomedov, M. A. Khamidov, H. M. Magomedov, K. I. Hajiyev

“…The results of the study showed that in dogs of all groups, one day after modeling obstructive jaundice, biochemical parameters significantly increase both in the blood of the portal vein and in the lymph of the thoracic lymphatic duct, which is associated with a violation of the functional state of the liver. In animals in which the rate of bile outflow was not controlled, biochemical parameters remained at a high level, which reflected the development of liver failure and reperfusion syndrome. …”
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The effect of topography on the choice of optimal step intermediate supports along the line of the cable metro by Lagerev A.V., Lagerev I.A.

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EEG-based characterization of auditory attention and meditation: an ERP and machine learning approach by Eyad Talal Attar

“…The system achieved a 7% accuracy rate in differentiating cognitive from meditative states while identifying P300 amplitude and frontal alpha power, together with beta power as significant predictors.ConclusionThe EEG-based neurofeedback systems demonstrate potential alongside real-time cognitive state detection for healthcare brain–computer interfaces and mental health applications. …”
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Enhancement of adipose stem cell quality via Cu‐MON: Transcriptome and bioinformatics analysis of normal and diabetic stem cells by Ruixin Pang, Kaijing Liu, Biou Liu, Jing Yang

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Ventilator-Induced Diaphragm Dysfunction (Review) by M. A. Babaev, D. B. Bykov, Т. M. Birg, M. А. Vyzhigina, A. A. Eremenko

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Thermo-gaseous-mechanical coupling phase-field model for brittle crack propagation in tungsten by Yuanyuan Wang, Xinxin Hou, Yan-Dong Wang

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Comparison of several alternative uses of targeted antirheumatic drugs in monotherapy for early rheumatoid arthritis by O. V. Shatalova, V. S. Gorbatenko

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Supervised Reinforcement Learning-Based Collaborative Master–Slave Harvest Control Study in Wheat by Zhikai Ma, Chao Zhang, Wei Wang, Hao Wang, Helong Yu, Chunjiang Zhao

“…Firstly, to improve the algorithm training success rate, a supervisor trained on actual driving data is introduced into the actor–critic reinforcement learning method. …”
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Diagnostic Algorithm for Joint Pain in Patients with Inflammatory Bowel Disorders by A. I. Dolgushina, G. M. Khusainova, O. B. Nesmeyanova, N. V. Kirsh, O. V. Solovieva, E. A. Bogdanova

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