Quantum machine learning using reservoir computing

I.P.: Miguel C. Soriano, Roberta Zambrini
The QuaResC project engages in a new collaboration UIB and CSIC researchers at IFISC with the objective to address an interdisciplinary topic between artificial intelligence and quantum physics: quantum machine learning using ...


Modelling island ecological complexity in the context of global change

I.P.: Lucas Lacasa, Víctor M. Eguíluz
** This project (PID2020-114324GB-C22) is part of a coordinated project between IFISC and IMEDEA, both research centers from CSIC located in Mallorca. The project is funded by AEI and a PhD fellowship ...


Next Generation Tools for advanced mobility solutions

I.P.: Jose Javier Ramasco
Cities and metropolitan areas must confront the challenges of rapidly increasing urbanization and mobility needs, including the emergence of new transport solutions (e.g., individual electric devices, shared transport, mobility-as-a- services applications, etc.). ...



I.P.: Rosa Lopez, Llorenç Serra
The aim of this project is to investigate the heat and energy transport properties in nanoconductors considering complex phenomena due to either many-body interactions and/or the presence of quantum materials.


Dynamics of Temporal Networks: Memory and Deep Learning

I.P.: Lluis Arola Fernández, Lucas Lacasa
The interaction between elements of a complex system arising in physics, biology or sociology can be modelled as a mathematical graph. The precise architecture of this interaction backbone plays a fundamental role ...


A Physics approach to sociotechnical systems: from theory to data analysis.

I.P.: Tobias Galla, Sandro Meloni, Maxi San Miguel, Raúl Toral
APASOS objective is to use mathematical and computational methods combined with data and physics thinking to model complex socio-technical systems. APASOS is organized into two workpackages (WP). WP 1 focuses on models ...


Complex DYnamics of CoastaL Ecosystems: Resilience to Climate Change. Modelling and Simulations.

I.P.: Damià Gomila, Tomás Sintes
Complex Dynamics of Coastal Ecosystems: Resilience to Climate Change (CYCLE) is a coordinated multidisciplinary research project that brings together the efforts of experts in the fields of marine ecology and the physics ...


Lagrangian transport of marIne litter and microplastics in coastal waters: structures of transport and connectivity patterns

I.P.: Emilio Hernández-García, Cristóbal López
The aim of this project is to further understand the role of oceanic transport in marine litter (microplastics and meso/macrolitter) dispersion and accumulation areas in the sea surface, along the water column ...


Updating the brain’s memory base: computational perspective

I.P.: Claudio Mirasso
In this project we bring together systems neuroscience (Subproject 1, IP: Santiago Canals) and computational perspectives (Subproject 2, IP: Claudio Mirasso), to investigate how hippocampal (HC) dependent episodic memories are updated to ...


SEagrass DIversity in the MEditerranean basin in a global change scenario: a machine learNing approach from saTellite images

I.P.: Manuel Matías, Tomás Sintes
The main challenge of this project is to correlate the changes in the sea surface temperature (SST) in the Mediterranean basin with the spatial distribution and size of different seagrass species. We ...

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