Multi-spatial urban function modeling: A multi-modal deep network approach for transfer and multi-task learning by Zhaoya Gong, Chenglong Wang, Bin Liu, Binbo Li, Wei Tu, Yuting Chen, Zhicheng Deng, Pengjun Zhao

“…A range of data-driven models based on the representation learning of multiple data sources have focused on extracting spatially explicit characteristics at the feature level for urban function inference. …”
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Improving Functional Communication Outcomes in Post-Stroke Aphasia via Telepractice: An Alternative Service Delivery Model for Underserved Populations by Portia Carr, Dana Moser, Shana Williamson, Greg Robinson, Stephen Kintz

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Innate immune pathway activated mesenchymal stromal cells improve function and histologic outcomes in a rodent osteoarthritis model by Cody Plaisance, Lyndah Chow, Renata Impastato, Zoë J. Williams, Isabella Sabino, Katie J. Sikes, Kelly S. Santangelo, Steven Dow, Steven Dow, Lynn M. Pezzanite

“…IntroductionIntra‐articular administration of mesenchymal stromal cells (MSC) has demonstrated anti‐inflammatory and chondroprotective activity in both preclinical models and in randomized clinical trials in patients with osteoarthritis (OA). …”
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Neuroprotective Effects of Functionalized Hydrophilic Carbon Clusters: Targeted Therapy of Traumatic Brain Injury in an Open Blast Rat Model by Parasuraman Padmanabhan, Jia Lu, Kian Chye Ng, Dinesh Kumar Srinivasan, Kumar Sundramurthy, Lizanne Greer Nilewski, William K. A. Sikkema, James M. Tour, Thomas A. Kent, Balázs Gulyás, Jan Carlstedt-Duke

Subjects: “…poly-ethylene-glycol-functionalized hydrophilic carbon clusters (PEG-HCCs)…”
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Deficient AMPK-SENP1-Sirt3 signaling impairs mitochondrial complex I function in Parkinson’s disease model by Xiaoyu Sun, Jianyi Shen, Yimei Shu, Tianshi Wang, Lu He, Ruinan Shen, Yifan Zhou, Jinke Cheng, Suzhen Lin, Jianqing Ding

“…MPTP is frequently used to induce PD-like symptoms in research models by disrupting mitochondrial complex I (CI) function and causing dopaminergic neuronal loss in the nigrostriatal region. …”
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Possible regulatory roles of promoter g-quadruplexes in cardiac function-related genes - human TnIc as a model. by Wenhua Zhou, Kogularamanan Suntharalingam, Nigel J Brand, Paul J R Barton, Ramon Vilar, Liming Ying

“…According to our bioinformatics results, it was found that potential G4-forming sequences are particularly enriched in the transcription regulatory regions (TRRs) of cardiac function-related genes. Subsequently, the promoter of human cardiac troponin I (TnIc) was chosen as a model, and G4s found in this region were subjected to biophysical characterisations. …”
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Decomposing Imaginary-Time Feynman Diagrams Using Separable Basis Functions: Anderson Impurity Model Strong-Coupling Expansion by Jason Kaye, Zhen Huang, Hugo U. R. Strand, Denis Golež

“…In particular, we perform a self-consistent dynamical mean-field theory calculation for a three-band Hubbard model with strong spin-orbit coupling representing a minimal model of Ca_{2}RuO_{4}, demonstrating the promise of the method for modeling realistic strongly correlated multiband materials. …”
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Development and functional validation of a disulfidoptosis-related gene prognostic model for lung adenocarcinoma based on bioinformatics and experimental validation by Tao Shen, Tao Shen, Zhuming Lu, Sisi Yang, Dongxi Zhang, Yongwen Ke, Zhuowen Chen, Jinqiang Wu, Jinqiang Wu, Weidong Wu

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Essential lipids enrich membrane-associated condensates to rescue synaptic morpho-functional deficits in a mouse model of autism by Jason Arsenault, Tian Kong, Rayan Saghian, Octavia Yifang Weng, Salil Saurav Pathak, Chengye Yang, Owen Y. Chao, Gaddy Rakhaminov, Julie D. Forman-Kay, Jonathon A. Ditlev, Yi-Mei Yang, Lu-Yang Wang

“…Summary: Synaptic proteins form intracellular condensates with their scaffolds, but it is unknown whether and how essential lipids transform dynamic cytosolic condensates into stable, functional macromolecular assemblies at the membrane. …”
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Measure ω,c-Pseudo-Almost Periodic Functions and Lasota-Wazewska Model with Ergodic and Unbounded Oscillating Oxygen Demand by James Larrouy, Gaston M. N’Guérékata

“…The primary aim of this work is to introduce a new class of functions called μ-ω,c-pseudo-almost periodic functions. …”
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Tianqi pingchan granule promotes recovery of glymphatic system function in a rat model of l-DOPA-induced dyskinesia by Zhihua Liu, Shuyuan Yang, Lu Song, Yu Zhang, Ying Wan, Jing Gan, Na Wu, Zhenguo Liu

“…Experimental procedure: A rat model of LID was used in this study. The severity of LID was assessed by behavioural tests. …”
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An expanded polyglutamine in ATAXIN1 results in a loss-of-function that exacerbates severity of Multiple Sclerosis in an EAE mouse model by Gourango Talukdar, Lisa Duvick, Praseuth Yang, Brennon O’Callaghan, Gavin J. Fuchs, Marija Cvetanovic, Harry T. Orr

“…Abstract Background and objectives Ataxin-1 (ATXN1) is a protein in which expansion of its polyglutamine tract causes the neurodegenerative disorder spinocerebellar ataxia type 1 (SCA1) via a gain-of-function. Wild type ATXN1 was recently shown to have a protective role in regulating severity of experimental autoimmune encephalomyelitis (EAE), a well-established mouse model for Multiple sclerosis (MS). …”
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A Novel Model for Optimizing Roundabout Merging Decisions Based on Markov Decision Process and Force-Based Reward Function by Qingyuan Shen, Haobin Jiang, Aoxue Li, Shidian Ma

“…A force-based reward function, derived from constitutive relations, simulates vehicle-roundabout interactions, offering detailed, physically consistent feedback that enhances learning results. …”
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An integrated approach for modelling of aircraft maintenance processes by D. Yu. Kiselev, Yu. V. Kiselev

Subjects: “…functional model…”
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Postacute care model of stroke in one hospital by You-Chien Hsu, Guei-Chiuan Chen, Pei-Ya Chen, Shinn-Kuang Lin

“…The results of all 14 functional assessments improved significantly after the PAC program. …”
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Research on network traffic prediction based on Bi-GRU model by Xu Haibing, Guo Jiuming

“…This paper proposes an improved GRU model for traffic prediction. Firstly, based on GRU neural network, a network model integrating Bi-GRU neural network and artificial neural network is proposed, which satisfies the input of multi-dimensional vectors such as traffic features, time features and event features. …”
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On Modeling Laminar Flow Through Variable Permeability Transition Layer by M. S. Abu Zaytoon, M. H. Hamdan

“…A generalized model of the variable permeability in the transition layer is introduced in this work. …”
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Analysis and simulation of a novel stochastic RNA silencing model by Ragaa Ahmed, Hillal M. Elshehabey

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Discussing the epidemiology of COVID-19 model with the effective numerical scheme by Abeer Aljohani, Shahbaz Mustafa, Shan Ali Khan, Abdullah Alhushaybari, Herbert Mukalazi

“…A non-standard Finite difference (NSFD) Scheme is developed and for the model, and the denominator function is select so that the proposed structure maintains solution boundedness. …”
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Introducing an alternative nonlinear model to characterize the growth curve in ostrich by Navid Ghavi Hossein-Zadeh

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