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Dataset results
11 results for “System instability”
Entropy Poduction in a Box: Analysis of Instabilities in Confined Hydrothermal Systems
<p>This data set was generated using the numerical tool SHEMAT suite. All relevant input and output files are given here for the scenarios discussed in our manuscript: (1) onset of convection, varying box geometry for (2) homogeneous models, and (3) heterogeneous models.</p> <p>Additionally, some Matlab files show how the simulation results are analyses d in terms of the entropy production.</p>
Network structural origin of instabilities in large complex systems
<p>Raw data used to generate figures in the following publication:</p> <p>Title: "Network structural origin of instabilities in large complex systems"<br> Authors: Chao Duan, Takashi Nishikawa, Deniz Eroglu, Adilson E. Motter<br> Journal: <a href="https://doi.org/10.1126/sciadv.abm8310">Science Advances 8, eabm8310 (2022)</a></p> <p>The CSV files are named by the corresponding figure numbers and the quantities (e.g., "Fig1A_data.csv" for data for Fig. 1A and "FigS1A_data_adj_mat.csv" for the adjacency matrix data for Fig. S1A).<br> </p>
Fundamental Limits From Chaos On Instability Time Predictions In Compact Planetary Systems
<p>REBOUND SimulationArchives analysed in Hussain & Tamayo (2019) Fundamental Limits From Chaos On Instability Time Predictions In Compact Planetary Systems. Dataset consists of a set of compact planetary configurations, and large ensembles of shadow trajectories from N-body simulations with initial conditions perturbed near machine precision to investigate the spread in instability times. Instructions and scripts for extracting the data and generating the plots in the paper can be found at https://github.com/Naireen/StabilitySetImage</p>
Data and output files for the paper, "Dynamical systems inference at scale reveals intrinsic instability in the dysbiotic microbiome"
<p>The above files contain the output of the model, which we call MDSINE2, developed in the paper titled, "<em>Dynamical systems inference at scale reveals intrinsic instability in the dysbiotic microbiome</em>" (See https://github.com/gerberlab/MDSINE2_Paper for implementation details). More specifically, forward_sims.tgz contains the output of forward simulations in .npy format; mixed_prior_fixed.tgz contains the pickle files corresponding to the output of the MCMC simulations for fixed topology; mixed_prior_unfixed.tgz contains the pickle files corresponding to the output of the MCMC simulations for unfixed topology; other_files contains information on eigenvalues and cycles, results for Phylogenetic Neighborhood Analysis, Keystoneness Analysis and the output in .npy format for comparator methods; ASV_OTU_aggregate_and_plylogeneteic trees contains the plots of trajectories (relative abundance) of OTUS and their constituent ASVs, and of phylogenetic trees. </p>
A Model Instability Issue in the NCEP Global Forecast System Version 16 and Potential Solutions
<p>This dataset includes the GFSv16 model source code and the scripts and data to plot the figures for the manuscript</p> <p>" A Model Instability Issue in the NCEP Global Forecast System Version 16 and Potential Solutions" submitted to GMD</p>
SYMPHONY™ OCT System for Instabilities of the Upper Thoracic and Cervical Spine
ClinicalTrials.gov study NCT06816862. IPD Sharing: NO. Countries: 1. Publications: 6.
Evaluation of the Surgical Proficiency and Effectiveness of the Acumed Scapholunate Repair System in Primary Scapholunate Instability Among Canadians
ClinicalTrials.gov study NCT04980547. IPD Sharing: NO. Countries: 0. Publications: 3.
Instability of WT AAV2 genome and AAV promoter activities in the Baculovirus/Sf9 cells system
GEO Series GSE96855. Spodoptera frugiperda. 8 samples. Type: Expression profiling by high throughput sequencing.
Trial Using Impella LP 2.5 System in Patients With Acute Myocardial Infarction Induced Hemodynamic Instability
ClinicalTrials.gov study NCT00972270. IPD Sharing: Not stated. Countries: 1. Publications: 0.
ARC-IM System to Manage Symptomatic Blood Pressure Instability Secondary to Chronic Spinal Cord Injury
ClinicalTrials.gov study NCT07147296. IPD Sharing: NO. Countries: 1. Publications: 0.
Lipid metabolism dysregulation in solar lentigo: a multi-system-level analysis reveals membrane instability and energy homeostasis disruption
GEO Series GSE318414. Homo sapiens. 14 samples. Type: Expression profiling by high throughput sequencing.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.