Enlarged Figures for the Paper, "A Framework for the Development of Digital Spatial Weights using Social Media Data: Methodological Foundation and Initial Analysis" by Erica Erin Elazegui (22471807)

“…It is recommended to further explore spatial weights in the context of modeling implementations and the integration of both spatial representations.…”

Visual Nonclassical Receptive Field Effects Emerge from Sparse Coding in a Dynamical System by Mengchen Zhu (451741)

“…We demonstrate that a wide variety of nCRF effects are emergent properties of a single sparse coding model implemented in a neurally plausible network structure (requiring no parameter tuning to produce different effects). …”

Image_2_Operational Modeling Capacity in European Seas—An EuroGOOS Perspective and Recommendations for Improvement.JPEG by Arthur Capet (8521842)

“…The described issues call for institutional integration efforts and promotion of good practices to homogenize operational marine model implementations, and to ensure that external forcing datasets, observation networks and process formulations and parameterizations are adequately developed to enable the deployment of high-level operational marine and coastal modeling services across Europe.…”

Image_3_Operational Modeling Capacity in European Seas—An EuroGOOS Perspective and Recommendations for Improvement.JPEG by Arthur Capet (8521842)

“…The described issues call for institutional integration efforts and promotion of good practices to homogenize operational marine model implementations, and to ensure that external forcing datasets, observation networks and process formulations and parameterizations are adequately developed to enable the deployment of high-level operational marine and coastal modeling services across Europe.…”

Deep Learning-driven research for drug discovery: Tackling Malaria by Bruno J. Neves (7902509)

“…Aiming to make the drug discovery processes faster and less expensive, we developed binary and continuous Quantitative Structure-Activity Relationships (QSAR) models implementing deep learning for predicting antiplasmodial activity and cytotoxicity of untested compounds. …”

Data Sheet 1_Effect of Medicaid accountable care on preventable emergency department and hospital admissions: rural-urban heterogeneity.pdf by Jangho Yoon (13258614)

“…This study examined the heterogeneous impact of Coordinated Care Organizations (CCOs), an accountable care model implemented in Oregon Medicaid, on preventable emergency department (ED) and hospital admissions by rurality of residence.…”

Molecular dating and biogeographic analyses. by Beatriz Vigalondo (5042651)

“…For the <i>Orthotrichum</i> group, letters in colored boxes in each node show the area or combination of areas with the highest probability of being ancestral, according to the reconstructions based on the DEC model implemented in BioGeoBEARS. Letters correspond to the following ancestral areas or combination of areas: W = western North America; E = eastern North America; N = Neotropics; M = Macaronesia; U = Europe; A = Asia. …”

Image_5_Operational Modeling Capacity in European Seas—An EuroGOOS Perspective and Recommendations for Improvement.JPEG by Arthur Capet (8521842)

“…The described issues call for institutional integration efforts and promotion of good practices to homogenize operational marine model implementations, and to ensure that external forcing datasets, observation networks and process formulations and parameterizations are adequately developed to enable the deployment of high-level operational marine and coastal modeling services across Europe.…”

Table_1_The Effect of Education Model in Physical Education on Student Learning Behavior.doc by Yongchao Chu (8625663)

“…<p>This research explores the effect of the sports education model implemented in physical education on college students' learning motivation and outcomes. …”

Data Sheet 1_On the robustness of the emergent spatiotemporal dynamics in biophysically realistic and phenomenological whole-brain models at multiple network resolutions.pdf by Cristiana Dimulescu (9619445)

“…Both neural mass models implement the same mechanistic hypotheses, which specifically address the interaction between excitation, inhibition, and a slow adaptation current which affects the excitatory populations. …”

Presentation1_Comparing 5G hybrid beamforming in indoor environments—collocated vs distributed mmWave arrays.pdf by Alireza Bagheri (7071449)

“…The channel models employed are the standardized statistical 3GPP 38.901 indoor channel models implemented in the QuaDRiGa software. A beam selection algorithm is implemented to maximize the achievable sum rate, assuming either matched-filtering or zero-forcing precoding. …”

Image_4_Operational Modeling Capacity in European Seas—An EuroGOOS Perspective and Recommendations for Improvement.JPEG by Arthur Capet (8521842)

“…The described issues call for institutional integration efforts and promotion of good practices to homogenize operational marine model implementations, and to ensure that external forcing datasets, observation networks and process formulations and parameterizations are adequately developed to enable the deployment of high-level operational marine and coastal modeling services across Europe.…”

A comparative analysis of research interest in medical students: an international and Chinese perspective over the past decade using CiteSpace by Liu Fengye (21482575)

“…In China, policy-driven reforms aim to enhance research exposure but face challenges like urban-rural resource imbalances and inconsistent teaching model implementation, while international studies emphasize inclusive education for marginalized groups and qualitative methodologies. …”

DataSheet_1_Stochastic schemes for the perturbation of the atmospheric boundary conditions in ocean general circulation models.docx by Andrea Storto (4356997)

“…The schemes are implemented and tested in the NEMO4 ocean model, implemented at an eddy-permitting resolution on a domain covering the North Atlantic and Arctic oceans and the Mediterranean Sea. …”

Model comparison diagram. by Althea A. ArchMiller (4763031)

“…[<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0190706#pone.0190706.ref008" target="_blank">8</a>] and the alternative hierarchical model implemented using the two-step approach. The left shows the original, Fieberg <i>et al</i>. …”

Relationship of predicted transmission dynamics with genetic clustering and patient risk factors. by Chaoyue Sun (4688902)

“…Prediction categories refer to growth, decay, or static transmission relative to the background, or majority, infected population and were determined using the trained PGLSTM model implemented in <i>DeepDynaForecast</i>.</p>…”

Hypothesis of colonization history based on DEC analysis. by Mario Fernández-Mazuecos (213740)

“…<p>(A) Biogeographic reconstruction based on dispersal-extinction-cladogenesis modelling implemented in Lagrange using the single MCC tree from the BEAST analysis (<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0022234#pone-0022234-g002" target="_blank">Fig. 2</a>) after pruning outgroup taxa. …”

Name of air quality monitoring station. by Zhanfei Ma (12506951)

“…The ST-Informer model implements parallel computation of long correlations and adds an independent spatiotemporal embedding layer to the original Informer model. …”

Bacterial challenge experiment. by Kasie Raymann (3836227)

“…Statistical analyses were performed using the coxph model implemented in the “survival” package [<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.2001861#pbio.2001861.ref030" target="_blank">30</a>] in R (<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.2001861#pbio.2001861.s019" target="_blank">S9 Data</a>).…”

Summary statistics for kidney stone GWAS in UK Biobank by Catherine Lovegrove (16639260)

“…</p><p dir="ltr">A total of 547,011 genotyped and 8,397,548 imputed autosomal SNPs and 733,758 genotyped and 2,635,881 X-chromosome SNPs with MAF ≥0.01 and Info Score ≥0.9 were used at GWAS, using a linear mixed noninfinitesimal model implemented in BOLT-LMMv2.3</p>…”