Interactive results viewer: Computing single-particle flotation kinetics using automated mineralogy data and machine learning

DOI

This plotting application allows the reader to interact with all results obtained in the case study presented in the publication

"Computing single-particle flotation kinetics using automated mineralogy data and machine learning", submitted on 07/10/2020 to Minerals Engineering and currently under review.

The interactive plot displays the flotation kinetics modelling outcome (k, Rmax, km) for single-particles. The user is able to filter particles according to their intrinsic properties (modal composition, surface composition, size, and shape), thus allowing the user to understand the influence of every particle property in their process (i.e. flotation) behavior.

The platform contains a help function to guide the user.

It can be accessed here: Pereira et al. 2021 Flotation kinetics platform.

{"references": ["https://doi.org/10.31223/osf.io/5tghq"]}

Identifier
DOI https://doi.org/10.14278/rodare.920
Related Identifier https://doi.org/10.31223/osf.io/5tghq
Related Identifier https://www.hzdr.de/publications/Publ-31588
Related Identifier https://doi.org/10.14278/rodare.535
Related Identifier https://rodare.hzdr.de/communities/energy
Related Identifier https://rodare.hzdr.de/communities/rodare
Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:920
Provenance
Creator Pereira, Lucas ORCID logo; Frenzel, Max (ORCID: 0000-0001-6625-559X); Hoang, Duong Huu ORCID logo; Tolosana-Delgado, Raimon ORCID logo; Rudolph, Martin ORCID logo; Gutzmer, Jens ORCID logo
Publisher Rodare
Publication Year 2020
Rights Creative Commons Attribution 4.0 International; Open Access; https://creativecommons.org/licenses/by/4.0/legalcode; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://rodare.hzdr.de/support
Representation
Language English
Resource Type Other
Version 1
Discipline Life Sciences; Natural Sciences; Engineering Sciences