Data_Sheet_1_Distinct Types of Gut Microbiota Dysbiosis in Hospitalized Gastroenterological Patients Are Disease Non-related and Characterized With the Predominance of Either Enter... حسب Aleksander Mahnic (6107273)

"…Bacterial (V3 V4) and fungal (ITS2) communities were determined in 121 hospitalized gastrointestinal patients from a single ward and compared to 162 healthy controls. Random Forest models implemented in this study indicated that the gut community structure is in most cases not sufficient to differentiate the subjects based on their underlying disease. …"

Recent Improvements to the NWChem COSMO Module حسب Rafael de P. Soares (19321454)

"…This work presents recent developments in the COSMO solvation model implementation in NWChem. A new cavity construction approach, based on the solvent-excluding surface (SES) and utilizing the well-established GEPOL algorithm, has been introduced. …"

Multicomponent diffusion in aluminosilicate garnet: coupling effects due to charge compensation حسب William D. Carlson (2810983)

"…Profiles that display a subtle maximum in Ca concentration are explained by the prevailing ideal mean-field theory of multicomponent diffusion, but models implementing that theory cannot replicate inverted profiles for Li and internal maxima for Nd, Sm, and Eu. …"

Machine learning models to estimate climate-driven risks to forests حسب Giovanni Forzieri (7140701)

"…We retrieve these variables by integrating geocoded datasets of forest disturbance events with multiple satellite-based and reanalysis products. The RF models - implemented for different plant functional types (PFTs), disturbance agents and risk components - are applied at 0.25° spatial resolution over the whole of Europe annually over the 40 years observational period.…"

A Sequence Identification Measurement Model to Investigate the Implicit Learning of Metrical Temporal Patterns حسب Benjamin G. Schultz (463083)

"…For Experiment 1, the model indicated that conscious and unconscious processes contributed to recognition of temporal patterns, but that unconscious processes had a greater influence on recognition than conscious processes. In the model implementation of Experiment 2, there was equal contribution of conscious and unconscious processes in the recognition of temporal patterns. …"

Schematic representation of myofibril reorganization in a 2D myocyte. حسب Anna Grosberg (229256)

"…(H) Qualitative schematic of model implementation algorithm.</p>…"

DataSheet1_Numerical modeling of horizontal stratified two-phase flows using the AIAD model.docx حسب Hongjie Yan (10065506)

"…Previous work has proven that the algebraic interfacial area density (AIAD) model implemented in ANSYS CFX can effectively capture the gas-liquid interface and avoid the loss of information regarding the interfacial structure, which occurs after phase averaging in the Euler–Euler two-fluid approach. …"

Data_Sheet_1_sPyNNaker: A Software Package for Running PyNN Simulations on SpiNNaker.PDF حسب Oliver Rhodes (5080880)

"…Preprocessing, realtime execution, and neuron/synapse model implementations are discussed, all in the context of a simple example SNN. …"

The Use of Clinical PBL in Primary Care in Undergraduate Medical Schools حسب Gustavo Salata Romão (10382786)

"…This study aimed to assess the students’ perception of a Clinical PBL model implemented in Primary Health Care (PHC) clerkships during the first four years of the Medical Course at the University of Ribeirão Preto (UNAERP) in 2017. …"

sub-012 V1 h5 file حسب Tomas Knapen (4372429)

"…</div><div><br></div><div><div># indices into prf output array:</div><div>#0:X (position, degrees of visual angle from fixation)</div><div>#1:Y (position, degrees of visual angle from fixation)</div><div>#2:s (size, standard deviation of gauss)</div><div>#3:n (nonlinearity power)</div><div>#4:a (amplitude)</div><div>#5:b (baseline, intercept value)</div><div>#6:rsq</div><div>#7:</div><div>#</div></div><div><br></div><div>Github repo for analysis code on this dataset: https://github.com/tknapen/decode_encode</div><div><br></div><div>The voxel size of these recordings is 2mm isotropic, and the sample duration (TR) is 0.945 s. pRF fits were done using a CSS model implemented in Popeye, using a standard HRF shape.…"

Compare the performance of different models. حسب 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. …"

Data_Sheet_1_Rigorous Neural Network Simulations: A Model Substantiation Methodology for Increasing the Correctness of Simulation Results in the Absence of Experimental Validation... حسب Guido Trensch (6006986)

"…For the field of simulations of complex neural networks, the causes of incorrect results vary from insufficient model implementations and data analysis methods, deficiencies in workmanship (e.g., simulation planning, setup, and execution) to errors induced by hardware constraints (e.g., limitations in numerical precision). …"

ImageDoubler datasets and pretrained weights حسب Kaiwen Deng (15574703)

"…<p dir="ltr">This repository contains the data and pre-trained weights of ImageDoubler, an image-based doublet detection model implemented on Faster-RCNN. It is trained on images from the Fluidigm C1 platform and benchmarked with the corresponding single-cell RNA-seq gene expression data. …"

The overview of EIM. حسب Yuting Bai (3428096)

"…There is no limitation on the CLIP and LM fine-tuning methods, which depend on the original model implementations. If the original multi-modal LLMs do not provide the fine-tuning methods for CLIP, we can skip using it or use the prompt-tuning method by default.…"

Data_Sheet_1_Operational Modeling Capacity in European Seas—An EuroGOOS Perspective and Recommendations for Improvement.PDF حسب 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.…"

Setting of ST-Informer model parameters. حسب 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. …"

EU-Trees4F Dataset حسب Achille Mauri (3385163)

"…The coefficient of variation is relative to the six species distribution models implemented to produce the consensus projection from BIOMOD2.…"

Enlarged Figures for the Paper, "A Framework for the Development of Digital Spatial Weights using Social Media Data: Methodological Foundation and Initial Analysis" حسب 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 حسب 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 حسب 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.…"