Services

Enalos Read Across Platform: Zeta Potential Predictive Model Based on Image Nanodescriptors

A new predictive model has been developed within NanoCommons project with the aid of Enalos Cloud Platform to support the safety-by-design concept. More specifically a read across predictive model was developed for zeta-potential of NMs and released through the platform as an online application. Based on the NM type of core, main elongation and pH value, interested users in NM design, can import different NM datasets and study the effects of different inputs on the zeta-potential value, a decisive step during the design process of novel NMs. Users should use the Enalos NanoXtract tool (http://enaloscloud.novamechanics.com/EnalosWebApps/NanoXtract/) or an image analysis tool of their choice, to provide the requested image nanodescriptor (main elongation). The produced results include the predicted zeta-potential values for each NM sample as well as a warning on the prediction reliability according to the domain of applicability limits. The neighbours of each NM in the training set are also available through the web-service.


Category:
Data Processing & Analysis
Type:
Image analysis tool
Applicability domain:
Risk characterisation
Topic:
Read-across, Information extraction, Predictive modelling, Physicochemical characterisation of nanomaterials
Targeted industry:
Food and feed, Cosmetics, Drugs, Nanotechnology, Chemicals, Other consumer products, Automotives, Textiles, Constructions
Targeted users:
Regulators, Researchers, Students, Risk assessors, Data modellers
Access type:
Remote

Provided by:
NovaMechanics Ltd.
Login required:
No

Transnational access

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Resources & Training materials

Written tutorial
Tutorial for Enalos NanoXtract tool for TEM image analysis
9 Sep 2019
Abstract:

Learn how to extract image nanodescriptors from TEM microscopy photos


Target audience: Data providers, Researchers, Students, Data owners
Open access: yes
Licence: Attribution 4.0 International (CC BY 4.0)
Organisations involved: NovaM
Written tutorial
Video
Introductory video on Nanoinformatics Model for Zeta Potential Prediction Powered by Enalos Cloud Platform
9 Sep 2019
Abstract:

Learn how to produce zeta potential predictions using image nanodescriptors


Target audience: Data providers, Researchers, Students
Open access: yes
Licence: Attribution 4.0 International (CC BY 4.0)
Organisations involved: NovaM
Video
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