Projet SPM4.0 (Horizon Europe, appel à projets 2023)
Action : Doctoral Networks
Panel : Information Science and Engineering
Statut du projet : SIGNED

Artificial Intelligence is pushing forward the Industrial Revolution 4.0, which is transforming many areas of Society, including Science and Technology. Nanoscopy, a recognized pillar of the research and manufacture of Nanotechnology-based products, is among the areas that more quickly is adopting Artificial Intelligence. Machine learning algorithms are being developed and integrated in microscopes for its autonomous operation and in software toolboxes for the automatic analysis of large volumes of microscopy data. Scanning Probe Microscopy is particularly active in this integration with a special focus in the Life Sciences and Medical fields. Scanning probe microscopes powered by machine learning are expected to enable the autonomous and label-free nanoscale structural and functional (mechanical and electric) imaging of living cells and functional biomolecules in their native conditions, something never achieved in nanoscopic imaging. The objective of the SPM4.0 Doctoral Network is to train a new generation of researchers in the science and technology of autonomous Scanning Probe Microscopes powered by Artificial Intelligence for applications in the Life Science and Medical fields. The researchers of the network will acquire a state-of-the-art multidisciplinary scientific training in advanced scanning probe microscopy and machine learning and in their biological and medical applications. In addition, they will receive training on complementary and transferable skills to increase their employability perspectives and to qualify them to access to responsibility job positions in the private and public sectors. The final aim is to promote the wide adoption of SPM4.0 technologies in public and private research centers and in industrial and metrology institutions and to explore new horizons in the Life Sciences and Medical sectors regarding label-free nanoscopic cell imaging, illness diagnosis, or drug nanocarrier development, consolidating Europe as world leader.

Mots clés : atomic force microscopy, scanning probe microscopy, autonomous devices, nanomechanical and nanoelectrical mapping, deep learning, nanomedicine, functional imaging, standardization, cell imaging

Participants :
- Polypeptide therapeutic solutions sociedad limitada (Espagne) — Partner, beneficiary, Organismes privés (hors enseignement), subvention : 251971.2 €
- École polytechnique de Milan (Italie) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Institute of Nuclear Physics, Polish Academy of Sciences (Pologne) — Partner, beneficiary, Recherche, subvention : 226512.0 €
- Université de Göteborg (Suède) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 587419.2 €
- Université de Valence (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Université autonome de Barcelone (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Université autonome de Madrid (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Institute for Bioengineering of Catalonia (Espagne) — Coordinator, beneficiary, Recherche, subvention : 755913.6 €
- Université technologique de Dresde (Allemagne) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 260539.2 €
- Sorbonne Université (France) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 282693.6 €
- Université des technologies de Brno (Rép. Tchèque) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- CERCA Institution (Espagne) — Partner, beneficiary, Recherche, subvention : 251971.2 €
- Datrix spa (Italie) — Partner, beneficiary, Organismes privés (hors enseignement), subvention : 259437.6 €
- Hôpital universitaire de la Charité de Berlin (Allemagne) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 260539.2 €
- Université Raymond-Lulle (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Bruker (Germany) (Allemagne) — Partner, beneficiary, Organismes privés (hors enseignement), subvention : 260539.2 €
- Université de Sheffield (Royaume-Uni) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Conseil supérieur de la recherche scientifique (Espagne) — Partner, beneficiary, Recherche, subvention : 251971.2 €
- Université de Barcelone (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Iflai ab (Suède) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €
- Czech Metrology Institute (Rép. Tchèque) — Partner, beneficiary, Recherche, subvention : 237038.4 €
- Scixel (Espagne) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €