Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

17

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

17 results for “bio-inspiration”

Learn how ShareScore rates datasets ↗
zenodo40/100

Bio-inspired apparatus to produce luminescent cavitation in a rigid walled chamber

<p>A mechanical device inspired by the sudden rotational motion of the pistol shrimp claw was developed. The apparatus consists of a limb with a V-shaped end, which fits into a socket forming a cylindrical compression chamber. Air bubbles of different sizes and in different positions inside the chamber were seeded to study their shape evolution in liquids when subjected to pressure pulses induced by the limb closure. Non-spherical shape dynamics, micro jets and photon emission were observed during bubble collapse. The proposed mechanism represents a low-cost technology useful in the study of cavitation near rigid boundaries of diverse geometries.</p> <p>Experimental data on limb motion and bubble dynamics were obtained by processing videos taken with a high-speed camera. Light signals were acquired with a photomultiplier and force signals were acquired using PVDF piezoelectric sensors.&nbsp;</p> <p>Numerical data describing limb motion were obtained by numerically solving a torque balance model, while radial dynamics curves were obtained by solving the Rayleigh-Plesset equation.</p> <p>Data files are presented in two types of extension .opj (and .opju) that can be opened and analyzed in OriginPro software and also .xlsx that can be opened and analyzed with Microsoft Excel. The name of each file corresponds to the Figure number used in the article.&nbsp;<br> &nbsp;<br> Two notebooks created in Mathematica are made available. One of them was used to simulate the dynamics of clamp closure and the other to estimate the pressure pulse generated during limb closure. The versions of these files are not the most up-to-date,&nbsp;<br> but they contain all the information necessary to reproduce the results presented in the article.</p>

opencc-by-4.0Sep 2023View details →
zenodo40/100

CT Dataset associated with the paper: (PLOSONE) Modular robotic platform for precision neurosurgery with a bio-inspired needle: system overview and first in-vivo deployment

<p>Imaging dataset associated with the work entitled&nbsp;&quot;Modular robotic platform for precision neurosurgery with a bio-inspired needle: system overview and first in-vivo&nbsp;deployment.&quot;, published in the journal PLOS ONE</p>

opencc-by-4.0Sep 2022View details →
zenodo40/100

dataset related to article "A NOVEL BIO-INSPIRED STRATEGY TO PREVENT AMYLOIDOGENESIS AND SYNAPTIC DAMAGE IN ALZHEIMER'S DISEASE"

<p><strong>Levels of A</strong><strong>beta40, Abeta42 and aggregated Abeta</strong></p> <p><strong>results obtained from plaque count</strong></p> <p><strong>densitometric analysis of ctf and synaptic proteins</strong></p> <p><strong>levels of antibodies against Abeta42 and Abeta1-6</strong></p>

opencc-by-4.0Feb 2023View details →
dryad36/100

Data from: Bio-inspired imager improves sensitivity in near-infrared fluorescence image-guided surgery

Image-guided surgery can enhance cancer treatment by decreasing, and ideally eliminating, positive tumor margins and iatrogenic damage to healthy tissue. Current state-of-the-art near-infrared fluorescence imaging systems are bulky and costly, lack sensitivity under surgical illumination, and lack co-registration accuracy between multimodal images. As a result, an overwhelming majority of physicians still rely on their unaided eyes and palpation as the primary sensing modalities for distinguishing cancerous from healthy tissue. Here we introduce an innovative design, comprising an artificial multispectral sensor inspired by the Morpho butterfly's compound eye, which can significantly improve image-guided surgery. By monolithically integrating spectral tapetal filters with photodetectors, we have realized a single-chip multispectral imager with 1000× higher sensitivity and 7× better spatial co-registration accuracy compared to clinical imaging systems in current use. Preclinical and clinical data demonstrate that this technology seamlessly integrates into the surgical workflow while providing surgeons with real-time information on the location of cancerous tissue and sentinel lymph nodes. Due to its low manufacturing cost, our bio-inspired sensor will provide resource-limited hospitals with much-needed technology to enable more accurate value-based health care.

opencc-zeroDec 2017View details →
dryad36/100

Towards bio-inspired polymer adhesives: Activation assisted via HOBt for grafting of dopamine onto poly(acrylic acid)

<p>The design of bio-inspired polymers has long been an area of intense study, however applications to the design of concrete admixtures for improved materials performance have been relatively unexplored. In this work we functionalized poly(acrylic acid) (PAA), a simple analogue to polycarboxylate ether admixtures in concrete, with dopamine to form a catechol-bearing polymer (PAA-g-DA). Synthetic routes utilizing hydroxybenzotriazole (HOBt) as an activating agent were examined for their ability in grafting dopamine to the PAA backbone. Previous literature using the traditional coupling reagent 1-Ethyl-3-(3-dimethylaminopropyl)-carbodiimide (EDC) to graft dopamine to PAA were found to be inconsistent and the sensitivity of EDC coupling reactions necessitated a search for an alternative. Additionally, HOBt allowed for greater control over percent functionalization of the backbone, is a simple, robust reaction, and showed potential for scalability. This finding also represents a novel synthetic pathway for amide bond formation between dopamine and PAA. Finally, we performed preliminary adhesion studies of our polymer on rose granite specimens and demonstrated a 56% improvement in the median adhesion strength over unfunctionalized PAA. These results demonstrate an early study on the potential of PAA-g-DA to be utilized for improving the bonds within concrete.</p>

opencc-zeroApr 2022View details →
zenodo36/100

Data for Improving propulsive efficiency using bio-inspired intermittent locomotion

<p>Raw and processed data for the manuscript: Improving propulsive efficiency using bio-inspired intermittent locomotion</p> <p>Contains both static and free propulsion measurements</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Raw dataset for "A Bio-Inspired SONAR System for Autonomous Flying Drones".

<p>Created on Mon Sep 26, 2023<br> Written by Yasufumi Yamada</p> <p>This repository was uploaded for the original article entitled&nbsp;<br> &quot;A Bio-Inspired SONAR System for Autonomous Flying Drones&quot;.</p> <p>This repository includes the raw dataset for Fig.1, Fig.2, and Fig.3.</p> <p>Note that, the &quot;.data&quot; format can be read by changing the format name to &quot;.txt&quot;.</p> <p>all &quot;chk_&quot; files indicate signal data which was recorded with a sampling frequency of 1MHz.&nbsp;<br> chk_rxwv&nbsp;&nbsp; &nbsp;: time amplitude signal of the received sound.<br> chk_txwv&nbsp;&nbsp; &nbsp;: digital time amplitude signal for emission.<br> chk_env&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;: Cross-correlation signal processed with received sound and digital emission sound.&nbsp;<br> &nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp; Each data was conducted the Hilbert transform to extract the envelope of the cross-correlation signal. &nbsp;</p>

opencc-by-4.0Jun 2023View details →
ClinicalTrials.gov36/100

The Bio-Inspired Artificial Pancreas for the Home

ClinicalTrials.gov study NCT03740698. IPD Sharing: NO. Countries: 1. Publications: 5.

closedIPD-NOFeb 2026View details →
dryad36/100

Towards bio-inspired polymer adhesives: Activation assisted via HOBt for grafting of dopamine onto poly(acrylic acid)

Open the record for dataset details and reuse information.

publicApr 2022View details →
dryad36/100

Bio-inspired forward and backward swimming gaits resulting from fluid-structure interactions

Open the record for dataset details and reuse information.

publicJan 2025View details →
dryad36/100

Bio-inspired organic electrosense transistor for impalpable perception

Open the record for dataset details and reuse information.

publicMar 2025View details →
dryad36/100

Data from: Bio-inspired imager improves sensitivity in near-infrared fluorescence image-guided surgery

Open the record for dataset details and reuse information.

publicMar 2019View details →
zenodo32/100

Study on bio-inspired feet based on the cushioning and shock absorption characteristics of ostrich foot

<p>The African ostrich (<em>Struthio camelus</em>) perennially living in deserts is outstanding with&nbsp;remarkable speed, exceptional endurance and continuous locomotion. As the main actuator of high-speed running, the ostrich feet possess&nbsp;excellent cushioning and shock absorption capabilities. In this study, based on the elastic modulus&nbsp;scales&nbsp;and assembly modes&nbsp;of soft&nbsp;tissues&nbsp;and the functions&nbsp;of the metatarsophalangeal (MTP) joint,&nbsp;eight bio-inspired&nbsp;feet&nbsp;were designed by an engineering method.&nbsp;With&nbsp;the peak acceleration as the index, the cushioning performances&nbsp;of different bio-inspired&nbsp;feet on loose sand or&nbsp;solid ground were&nbsp;compared through impact tests at different heights&nbsp;and verified by simulating&nbsp;the impact processes of the bio-inspired&nbsp;feet on loose sand&nbsp;on the finite element software Abaqus. Meanwhile, the stress distribution and deformation of each component of the bio-inspired&nbsp;feet were also clarified. The 15-15-15&nbsp;HA&nbsp;(hardness unit)&nbsp;bio-inspired&nbsp;feet&nbsp;showed&nbsp;lower peak acceleration&nbsp;and thereby better cushioning performance, but&nbsp;larger deformation, less-uniform stress distributions and thereby&nbsp;lower&nbsp;stability&nbsp;than the&nbsp;15-35-55&nbsp;HA bio-inspired&nbsp;feet. Sensitivity analyses&nbsp;showed the&nbsp;cushioning capacity of the bio-inspired&nbsp;feet was&nbsp;comparable&nbsp;to that of the ostrich foot when the material (elastic modulus) and spring (stiffness coefficient) were&nbsp;properly selected. In fact, the silicon rubbers with different hardness levels which simulate the elasticity modulus scales of the toe pad, fascia&nbsp;and&nbsp;skin,&nbsp;and&nbsp;the spring mechanism which simulates the functions of the&nbsp;MTP&nbsp;joint,&nbsp;work as an &ldquo;integrated system&rdquo;of cushioning and shock absorption.</p>

opencc-by-4.0Feb 2019View details →
zenodo32/100

Bio-inspired Interlocking Micro-Patterning for Tunable, Switchable and Selective Adhesion in Wet and Dusty Environments

<p>Abstract of the related article: Achieving adhesion under unfavourable conditions, such as when van der Waals interaction is not available or in dust environments, is crucial in applications ranging from surgical sutures to wound-healing tapes, underwater adhesives, robotic grippers, and space grasping.<br>Interestingly, plants, animals, and microorganisms living in such environmental conditions, show surface morphological traits optimised to achieve mechanical interlocking. Thus, they achieve an effective work of adhesion thanks to the interplay of friction and interfacially-storeable elastic energy, which otherwise typically suppress adhesion.<br>In this work, we provide the design and fabrication fundamentals for achieving tailorable, switchable and robust mechanical adhesion under a general environmental condition, such as wet or dusty, bio-mimicking natural solutions.<br>A theoretical framework for the design of mechanical adhesion, based on mean field continuum contact mechanics, is suggested, and validated experimentally. This study can pave the way for the development of new technologies, to be employed in situations where conventional adhesives may be ineffective, such as for surfaces exposed to water, solvent vapors, lubricants, high temperatures, dusty environments, high vacuum, or aerospace applications, or processes where switching and selective adhesion is needed such as grasping and sorting applications in semiconductor industry.</p> <p>The files are named after the numbering of the Figure in which they are used.<br>Description of the scripts as following:</p> <p>- FigureS5_ABCD.nb is a mathematica script to visualize the normalized single pair interaction for spherical interlockers, relating the dimensionless axial force to the dimensionless axial position.</p> <p>- Figure6_AnalyticalModel.nb is used to obtain the theoretical probability density function of the distance between microstructures when they follow a uniform distribution over a circular area.</p> <p>-Figure5.nb is a mathematica script used to perform a parametric study on double conical interlockers, varying the R/I_0 ratio, in approach/recede motion in dilute/dense conditions</p> <p>-Figure6_xyz_123.py is a python script used to perform Montecarlo simulations, it computes the histogram of distances between points randomly spread (lattice distributed, uniformly distributed, quasi-random distributed) on a unit circle.</p> <p>-FigureS8B.nb is a mathematica script used to average all the force contributions during the detachment phase of double conical patterned surfaces in order to get the Equation of state of the system, relating the normalized pressure to the out of plane axial displacement.</p> <p>- FigureS5_EFGH.nb is a mathematica script used to perform a parametric study on spherical interlockers, varying the friction coefficient value, in approach/recede motion in dilute/dense conditions.</p> <p>- Figure4.nb is a mathematica script used to perform a parametric study on spherical interlockers, varying the R/I_0 ratio in dilute/dense conditions.</p> <p>- FigureS6_EFGH.nb is a mathematica script used to perform a parametric study on double conical interlockers, varying the friction coefficient value, in approach/recede motion in dilute/dense conditions.</p> <p>- FigureS8A.nb is a mathematica script used to average all the force contributions during the attachment phase of double conical patterned surfaces in order to get the Equation of state of the system, relating the normalized pressure to the out of plane axial displacement.</p> <p>- FigureS2.rar is a folder with images of the dust characterization (coarse.tif; fine.tif; extrafine.tif) with python scripts to analyse the said images (ImageAnalysis.py) and extract the histogram of the equivalent particle diameter (HistogramPlot.py)</p> <p><br>- FigureS6_ABCD.nb is a mathematica script to visualize the normalized single pair interaction for double conical interlockers, relating the dimensionless axial force to the dimensionless axial position.</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Oct 2024View details →
dryad32/100

Hydroacoustic and hydrodynamic investigation of bio-inspired leading-edge tubercles on marine ducted thrusters

<p>Underwater radiated noise (URN) has a negative impact on the marine acoustic environment where it can disrupt marine creature's basic living functions such as navigation and communication. To control the ambient ocean noise levels due to human activities, international governing bodies such as the International Maritime Organisation (IMO) have issued non-mandatory guidelines to address this issue. Under such framework, the hydroacoustic performance of marine vehicles has become a critical factor to be evaluated and controlled throughout the vehicles' service life in order to mitigate the URN level and the role humankind plays in the ocean. This study aims to apply leading-edge (LE) tubercles of the Humpback whales' pectoral fins to a benchmark ducted propeller to investigate its potential in noise mitigation. This was conducted using CFD, where the high-fidelity Improved Delayed Detached Eddy Simulations (IDDES) in combination with the porous Ffowcs-Williams Hawkings (FW-H) acoustic analogy was used to solve the hydrodynamic flow-field and propagate the generated noise to the far-field. It has been found that the LE tubercles have shown promising noise mitigation capabilities in the far-field, where the OASPL at J = 0.1 was reduced to a maximum of 3.4dB with a maximum of 11dB reduction in certain frequency ranges at other operating conditions. Based on detailed flow analysis researching the fundamental vortex dynamics, this noise reduction is shown to be due to the disruption of the coherent turbulent wake structure in the propeller slipstream causing the acceleration in the dissipation of turbulence and vorticity induced noise.</p>

opencc-zeroSep 2021View details →
ClinicalTrials.gov32/100

Evaluation of a Bio-inspired Coding Strategy for Cochlear Implant Users

ClinicalTrials.gov study NCT03726684. IPD Sharing: NO. Countries: 1. Publications: 18.

closedIPD-NOFeb 2026View details →
dryad32/100

Hydroacoustic and hydrodynamic investigation of bio-inspired leading-edge tubercles on marine ducted thrusters

Open the record for dataset details and reuse information.

publicSep 2021View details →

ScienceDex guides

Understand access before you commit

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