Services

Jaqpot 4 Computational Platform for In Silico Modelling

Generate, store and share predictive statistical and machine learning models

Jaqpot 4 is a user-friendly web-based e-infrastructure containing many data analysis and modelling microservices integrated under harmonised APIs. Jaqpot GUI 4 is a user interface that allows the end-user to use most Jaqpot functionalities, empowering the user to build applications that preprocess data, compute descriptors from raw data (such as electronic images), create, validate, store and share predictive machine learning models and generate reports in standard formats. Jaqpot 4 has been developed by the Unit of Process Control and Informatics in the School of Chemical Engineering at the National Technical University of Athens.


Category:
Data Processing & Analysis
Type:
Experimental workflow, Modelling tool
API Type:
REST under OpenAPI2 specification
Applicability domain:
Risk assessment
Topic:
Read-across, (Quantitative) structure-activity relationship (SAR / QSAR), Predictive modelling
Targeted industry:
Drugs, Nanotechnology, Chemicals
Targeted users:
Data managers, Researchers, Students, Risk assessors, Data modellers
Access type:
Remote

Provided by:
National Technical University of Athens
Licence:
GNU Lesser General Public License (LGPL) 2 (LGPLv2.0)
Login required:
Yes
Implementation status:
Graphical user interface (GUI) available, Application programming interface (API) available, Available as web service
Technology readiness level:
TRL 7 – system prototype demonstration in operational environment

Transnational access

The NanoCommons Transnational Access (TA) is the ability of nanosafety researchers from industry, academia and regulatory bodies to access the state-of-the-art NanoCommons expertise free of charge and take advantage of the NanoCommons services, facilities and knowledge to advance their work, solve problems and take their research to the next level.

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Resources & Training materials

Video
Learn how to create and use a biokinetics model using Jaqpot 4
Philip Doganis (NTUA)
15 Oct 2018
Abstract:

REVK Pharmacokinetics OpenRiskNet Case study using Jaqpot 4 web modelling platform


Target audience: Bioinformaticians, Data modellers, Students, Researchers, Risk assessors
Licence: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Organisations involved: NTUA
Video
Video
Learn how to create and use a predictive model using Jaqpot 4
Philip Doganis (NTUA)
15 Oct 2018
Abstract:

Model RX OpenRiskNet - Case study using Jaqpot 4 web modelling platform


Target audience: Students, Researchers, Risk assessors, Data modellers
Open access: yes
Licence: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Organisations involved: NTUA
Video
Video
Video on Modelling Nanomaterial Toxicity with JaqPot 4
NTUA team
30 May 2016
Abstract:

Create DataSet, Train a Model, Make a Prediction, Validate (split, cross or external)


Target audience: Students, Researchers, Risk assessors, Data modellers
Open access: yes
Licence: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Organisations involved: NTUA
Video
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