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An advanced Machine Learning approach for TC detection

Listing Description

Result description

A ML approach to detect the coordinate of the Tropical Cyclones eye starting from climate variables produced by the CMCC-CM3 model.

Missions
Radical Innovation Breakthrough
Artificial Intelligence.

Addressing target audiences and expressing needs

Our needs are
  • Grants and Subsidies
  • Collaboration
  • Fellowship to advance my/our research
We specifically need / are looking for

We are looking for means (organisms and funds) to both expand the use of this result in distinct use cases and to ensure it will evolve according to new needs and technologies.

Target audiences
  • Public or private funding institutions
  • Research and Technology Organisations
  • Academia/ Universities

R&D, Technology and Innovation aspects

Current stage description

The nest steps are related to the exploitation of the new approach in new projects belonging to application (climate) driven or technological contexts. We plan to exploit the novel approach in CMCC production environment. Providing a novel approach as an alternative of the standard de facto one to improve scientific research in the climate change context.

Result submitted to Horizon Results Platform by FONDAZIONE CENTRO EURO-MEDITERRANEOSUI CAMBIAMENTI CLIMATICI

Offer Details

Specifications and Deliverables:

Value Proposition:

A ML approach to detect the coordinate of the Tropical Cyclones eye starting from climate variables produced by the CMCC-CM3 model.

Input Required from Customer:

Fields of Application:

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Adress:

VIA MARCO BIAGI 5
LECCE
Apulia
73100
Italy

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