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11,506 results for “Dynamics”

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zenodo32/100

MAPK p38 and NFkB activity dynamics in macrophages upon innate immune stimulation

<p>Dataset (.mat structure) containing single cell p38 and NFkB activity dynamics in macrophages (iMPDMs) upon innate immune stimulation (LPS, TNF, P3C4, CpG) (1 h baseline + app 8 h stimulation).</p> <p>Two biological replicates per stimulation condition are included. 6 doses per stimulus are included.</p> <p>Signaling dynamics are quantified using live cell microscopy followed by automated image analysis by MACKtrack.</p> <p>Datasets include dynamic features (&#39;metrics&#39;), MACKtrack quantification outputs (&#39;measure&#39;), info on experimental (esp. dose), tracking, and quantification parameters, and filtering outcomes (&#39;info&#39;).</p>

opencc-bySep 2023View details →
zenodo32/100

Simulation data for "Impact of Dynamic Phytoplankton Stoichiometry on Global Scale Patterns of Nutrient Limitation, Nitrogen Fixation, and Carbon Export"

<p>Simulation data for our submission to GBC. Some of the files are compressed in order to minimize the size of the archive.&nbsp; Data files are stored as pickled python variables. The code for analysis of this data is in the github repository:&nbsp;https://github.com/georgehagstrom/BGCPaperFigureCode .</p>

opencc-by-4.0Sep 2023View details →
zenodo32/100

Respiration and CO2 evasion dynamics in moving streambeds as a response to flow regimes

<p>This dataset contains both raw and processed data utilized in generating the findings outlined in our research paper titled &quot;Respiration and CO2 Evasion Dynamics in Mobile Streambeds in Response to Different Flow Regimes,&quot; which has been submitted to the Journal of Hydrology. Additionally, within this dataset, you will find a collection of movies that are part of our Supporting Information.</p> <p>Within this dataset, you will find a sub-dataset for all nine experimental runs. These experimental runs encompass three distinct flow regimes: a constant flow regime (C), a sinusoidal flow regime (S), and a single peak flow event (F). Each of these flow regimes was conducted three times as&nbsp;repeated measurements (RM).</p> <p>The data subsets contain:</p> <ol> <li> <p>Raw infrared images captured at the sediment-water interface using an infrared camera.</p> </li> <li> <p>A &nbsp;selection of raw infrared images that correspond to the optode images obtained from our optode camera.</p> </li> <li> <p>Preprocessed optode images captured by the optode camera.</p> </li> <li> <p>The original raw planar optode images.</p> </li> <li> <p>A supplementary text file containing essential data information.</p> </li> </ol> <p>Furthermore, the dataset encompasses raw data files related to surface water chemistry data and measurements of CO<sub>2</sub> air concentration and pressure. Also it contains datafiles with all results used in the publication.</p> <p>In the Supporting Information folder, you will find Movies S1 through S18, which visually illustrate the sediment&#39;s movement and the dynamic variations in O<sub>2</sub> and CO<sub>2</sub> concentrations within the sediment.</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

The files for "RlmI-c-di-GMP" molecular dynamics simulation

<p>The crystal structure files (protein RlmI), MD simulation files (input files, parameter files, topology files etc) and structures of c-Di-GMP.</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Introduction to HPC: molecular dynamics simulations with GROMACS: input files

<p>Introduction to HPC: molecular dynamics simulations with GROMACS: input files</p>

opencc-by-4.0May 2023View details →
zenodo32/100

Identification of novel NLRP3 Inhibitors a comprehensive approach using 2D-QSAR, molecular docking, molecular dynamics simulation and drug-likeness evaluation

<p>This dataset encapsulates the comprehensive outputs derived from molecular docking and molecular dynamics (MD) simulation studies conducted to investigate the binding affinities, interactions, and dynamic behaviors of selected ligands with NLRP3.</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Data supporting "Atomistic Insights into Hydrogen-Bonded Supramolecular Capsule Assembly Dynamics"

<p>The archive contains 2&nbsp;folders:<br> <br> 1. input, that contains all the input files for the GROMACS run (gromacs_input folder), PLUMED metadynamics (plumed_metad folder), and PLUMED analysis and reweighting (plumed_analysis folder).<br> 2. trajectories, that contains the trajectories of the 2 &micro;s metadynamics run for both resorcinarene and pyrogallolarene assemblies. There are both the trajectories with (saved every 100 ps)&nbsp;and without solvent (saved every ps).&nbsp;</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Environmental history of the south Caspian Sea basin and its relation to the Siberian High dynamics since 14,000 years ago

<p><strong>Data used for the paper: Environmental history of the south Caspian Sea basin and its relation to the Siberian High dynamics since 14,000 years ago</strong></p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Supplementary material of : Glacier-permafrost interactions and GLOF's in Alpine terrain. Insights from seven decades of reconstructed dynamics of the Chauvet glacial and periglacial system, Southern French Alps

<p>This dataset is part of the supplementary material of &quot;Glacier-permafrost interactions and GLOF&rsquo;s in Alpine terrain. Insights from seven decades of reconstructed dynamics of the Chauvet glacial and periglacial system, Southern French Alps&quot; paper, published in Earth Surface Processes and Landforms (ESPL) journal.<br> This dataset contain raw DEM&#39;s, surface velocities and videos of Chauvet system, that served as a basis for the long-term monitoring of glacial and periglacial systems and its interactions.</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Compounding seasonal variations in outlet glacier dynamics revealed by high-resolution observations

<p>It contains the code, terminus data, flowlines, and hybridDEMs used in the paper titled &quot;Compounding seasonal variations in outlet glacier dynamics revealed by high-resolution observations&quot;.&nbsp;&nbsp;</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Dynamic Phosphorus: Thiolate Exchange Cascades with Higher Phosphorothioates: Open data

<p>Original data underlying the publication entitled "Dynamic Phosphorus:&nbsp; Thiolate Exchange Cascades with Higher Phosphorothioates".</p><ol><li>Synthetic procedures and spectroscopic data of O[666], S[111], and S[666]</li><li>Dynamic exchange in organic solvent. Procedures and NMR data</li><li>DLS data and procedures</li><li>Dynamic exchange in micelles. Procedures and NMR data</li><li>Stability and exchange in water. Procedures and NMR and LC-MS data</li><li>Cell inhibition. Procedures, automatically analyzed data, and metadata</li></ol><p>&nbsp;</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Data for "Dynamical Downscaling of Climate Simulations in the Tropics"

<p>Precipitation, radiation and vertical mass flux data. 'MPI' indicates conventional downscaling results. 'biascor' indicates bias-corrected downscaling results. 'sstcor' indicates SST-corrected downscaling results.</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Code and representative data for Three is a Crowd: Dynamical Order and Many-Body Correlations in Zebrafish

<p>Code and representative data for Three is a Crowd: Dynamical Order and Many-Body Correlations in Zebrafish</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Supplementary Tables for "Population-level transposable element expression dynamics influence trait evolution in a fungal crop pathogen"

<p><strong>Supplementary Table S1:</strong> Genomic localization of TEs in gene elements and 10 kb windows upstream and downstream of the transcription start site (TSS) in the reference genome IPO323.</p><p><strong>Supplementary Table S2:</strong> Genome-wide TE insertion polymorphism (TIPs) in the pathogen population. 0 represents TE absence and 1 represents TE presence.</p><p><strong>Supplementary Table S3:</strong> Gene expression (log transformed RPKM) values across the population.</p><p><strong>Supplementary Table S4:</strong> Locus-specific transcript abundance at individual TE loci (FPKM) across individuals.</p><p><strong>Supplementary Table S5:</strong> Percent of expressed copies within each TE family in the reference genome IPO323 and percent expressed TE copies in each TE family across the population.</p><p><strong>Supplementary Table S6:</strong> Linkage disequilibrium of TIP in the genome and neighboring SNPs within the 600bp distance from the TE loci.</p><p><strong>Supplementary Table S7:</strong> Genome-wide association mapping of the virulence-associated trait (PLACP: percent leaf area covered by pycnidia) and TE insertion polymorphisms in the genome.</p><p><strong>Supplementary Table S8:</strong> metabolite peak variation in the pathogen population for individual isolates</p><p><strong>Supplementary Table S9:</strong> TIPs in the genome significantly associated with metabolite peak intensity variation in the pathogen population (filtered by Bonferroni threshold).</p><p><strong>Supplementary Table S10:&nbsp;</strong>SRA accession list of RNAseq reads.</p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Cell-Penetrating Dynamic-Covalent Benzopolysulfane Networks - Raw data

<p>Raw data</p>

opencc-by-4.0May 2019View details →
ClinicalTrials.gov32/100

Dynamic Assessment and Referral System - Evaluation

ClinicalTrials.gov study NCT01153373. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Instrument Assisted Soft Tissue Mobilization Versus Dynamic Oscillatory Stretch Technique in Females Wearing High Heels

ClinicalTrials.gov study NCT06086600. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Isometric and Dynamic Handgrip Training Effects on Hypertension

ClinicalTrials.gov study NCT06601738. IPD Sharing: NO. Countries: 1. Publications: 7.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Aqueous Humor Dynamics and Hypertensive Uveitis

ClinicalTrials.gov study NCT02765308. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Revealing Engagement Dynamics Among Semantic Dementia Patients

ClinicalTrials.gov study NCT06218732. IPD Sharing: UNDECIDED. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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