Developing a novel layer network structure for a LSTM model to predict mean monthly river streamflow by Amin Gharehbaghi, Redvan Ghasemlounia, Shahaboddin Daneshvar, Farshad Ahmadi

“…This model under the optimal meant meta-parameters tuned i.e., state activation functions (SAF) = tanh-softsign, numbers of hidden neurons (NHN) = 75, dropout rate (P-rate) = 0.5, performs best among the models with an R 2 of 0.68, NSE of 0.63, PBIAS of 41%, KGE of 0.79, and RMSE of 19.24 m3/s. …”
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Impairment of neuronal activity in the dorsolateral prefrontal cortex occurs early in parkinsonism by Noah Hjelle, Biswaranjan Mohanty, Tanner Hubbard, Matthew D. Johnson, Jing Wang, Luke A. Johnson, Jerrold L. Vitek

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Care and Neurorehabilitation in the Disorder of Consciousness: A Model in Progress by Giuliano Dolce, Francesco Arcuri, Simone Carozzo, Maria Daniela Cortese, Pierpaolo Greco, Lucia Francesca Lucca, Loris Pignolo, Maria Elena Pugliese, Francesco Riganello

“…Responsiveness and the time windows characterized by better residual responsiveness are identified and the spontaneous/induced changes in the autonomic system functional state and biological parameters are monitored both in dedicated sessions and by means of an ambient intelligence platform acquiring large databases from traditional and innovative sensors and interfaced with knowledge management and knowledge discovery systems. …”
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Optimal Capacity Configuration and Day-Ahead Scheduling of Wind-Solar-Hydrogen Coupled Power Generation System by Chengzhen JIA, Lingmei WANG, Enlong MENG, Derong YANG, Dongjie GUO, Yushan LIU

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Modification of a model of non-alcoholic fat liver disease in rats with a сombination of a hypercaloric diet and hypodynamia by A. V. Bunjat, O. M. Spasenkova, V. E. Karev, A. V. Karavaeva, D. Ju. Ivkin, A. N. Kulikov, S. V. Okovityi, N. V. Kirillova

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Energy Dissipation and Failure Characteristics of Layered Composite Rocks under Impact Load by Wenjie Liu, Ke Yang, Wei Zhen, Xiaolou Chi, Rijie Xu, Xin Lv

“…The energy dissipation pattern of composite rock had an obvious strain rate effect. The reflected energy and fragmentation energy density of composite rock increased approximately as quadratic functions of the incident energy. …”
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MUSIC CLASSES INFLUENCE ON THE COGNITIVE DEVELOPMENT OF PRIMARY SCHOOL CHILDREN by M. E. Permiakova, E. S. Tkachenko

“…The aim of the study is to determine the influence of music classes on the cognitive functions formation in children of primary school age with regulatory development and children with attention deficit hyperactivity disorder (ADHD).Methods. …”
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Multifaceted roles of cGAS-STING pathway in the lung cancer: from mechanisms to translation by Mingming Wei, Qingzhou Li, Shengrong Li, Dong Wang, Yumei Wang

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Clinical, radiologic, and morphological diagnosis of hypersensitivity pneumonitis by A. L. Cherniaev, E. V. Kusraeva, M. V. Samsonova, S. N. Avdeev, N. V. Trushenko, E. L. Tumanova

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Response‐adapted zanubrutinib and tislelizumab as a potential strategy to enhance CD19 CAR T‐cell therapy in relapsed/refractory large B‐cell lymphoma: A retrospective observationa... by Rong Shen, Wei‐Guo Cao, Li Wang, Ling‐Shuang Sheng, Yi‐Lun Zhang, Wen Wu, Peng‐Peng Xu, Shu Cheng, Meng‐Ke Liu, Yan Dong, Yue Wang, Xiang‐Qin Weng, Xu‐Feng Jiang, Qi Song, Hong‐Mei Yi, Lei Li, Sheng Chen, Zi‐Xun Yan, Wei‐Li Zhao

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Trends in vertical farm designs. Towards a biodynamic approach? by Gian Luca Brunetti

“…This approach offers significant functional advantages over the prevailing model, including a reduction in overall environmental impacts and the rate of pathogens affecting plants. …”
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Labor market trendwatching under wartime conditions: national and regional aspects by Tetiana Miroshnichenko, Dmitro Kozenkov

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Characteristics of hand and foot soft tissue sarcomas: experience of one institution by E. I. Gribkova, E. R. Musaev

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Acne Vulgaris in Adolescents: Scientific Evidence for Optimizing Treatment Regimens via Dermatocosmetics by Elena R. Araviyskaya, Nikolay N. Murashkin, Roman A. Ivanov

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Development of Enteric-coated Tablets of Sodium 4,4'-(propnadiamido)dibenzoate by Ju. M. Kotsur, E. V. Flisyuk, I. A. Narcevich

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The difficulties of diagnosis of neurosyphilis at the modern stage by T. L. Vizilo, T. V. Poponnikova, I. F. Fedoseeva, E. D. Vasenina

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Cu²⁺ Intercalation and Structural Water Enhance Electrochemical Performance of Cathode in Zinc-Ion Batteries by He Lin, Mengdong Wei, Yu Zhang

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Small GTPase ARL4C Associated with Various Cancers Affects Microtubule Nucleation by Evgeniia Ulas, Ilya Brodsky, Anton Burakov

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On an Integral Equation with Concave Nonlinearity by Kh.A. Khachatryan, H.S. Petrosyan

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Matrix Metalloproteinases in patients with Multiple Sclerosis. by Rebeca A. Fernández Carriera, Lourdes Fernández Queija, Rosa F. Lara Rodríguez, José Cabrera Gómez, Idalmis Suárez Luis, Mabel María León Ortiz, Sergio González García, Alina González-Quevedo Monteagudo

“…Total protein concentrations, albumin and immunoglobulin G (IgG), the IgG rate and the Q rate were assessed to evaluate the IgG intrathecal and the functional state of the blood-brain barrier. …”
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