Postdoctoral Researcher Theoretical and Computational Nanoscience Group @ ICN2

Institution:Catalan Institute of Nanoscience and Nanotechnology
Contact e-mail: Ana Belén Avalos (
Published: 11/30/2023
Deadline: 1/10/2024

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Brief Description:

AI4SPIN is a project that aims to address the pressing issue of global energy consumption by innovating in the realm of ultra-low-power electronics, specifically focusing on spin-orbit torque (SOT) memories. Leveraging the promise of 2D materials, this project seeks to automate and optimize the material selection phase using AI-driven tools, aiming to achieve higher energy efficiency in spintronic applications.

The researcher will deploy linear scaling quantum transport methodology within a high throuput to generate the dataset required for machine learning and artificial intelligence algorithms. The researcher therefore will have to develop, test, and evaluate different algorithms as well as to make it compatible with the AiiDA infraestructure for high throuput.