Projet TENORS (Horizon Europe, appel à projets 2022)
Action : Doctoral Networks - Joint Doctorates
Panel : Mathematics
Statut du projet : SIGNED

TENORS aims to form the next generation of researchers and engineers in scientific computing and data analysis, disrupting the current paradigms of tensor calculus by exploiting cutting-edge research in geometry and optimisation. Tensors are nowadays ubiquitous in many domains of applied mathematics, computer science, signal processing, data processing, machine learning and in the emerging area of quantum computing. The demand for highly trained scientists with a deep understanding of tensor methods and with advanced knowledge in the geometry of tensor spaces, with skills on the design of efficient algorithms and software handling tensor computation and in the applications of high performance tensor computation is raising, in many fields including machine learning and quantum computation, which are nowadays expanding very quickly.  TENORS contributes to satisfy this demand by fostering scientific and technological advances in the area of tensor sciences, stimulating interdisciplinary and intersectoriality knowledge exchange between algebraists, geometers, computer scientists, numerical analysts, data analysts, physicists, quantum scientists, and industrial actors facing real-life tensor-based problems, in a network of PhD students at its core.  A unique strength of the network is to gather top-researchers of these different domains. TENORS will train young scientists in academy or industry in how to exploit the best of these techniques efficiently and disseminate this knowledge to industry. As a truly multidisciplinary network, TENORS will at the same time seek to apply these new techniques to real-life applications thanks to the industrial actors involved in the network.

Mots clés : tensor, high performance computation, approximation, quantum science, data analysis

Participants :
- Bluetensor s.r.l. (Italie) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €
- Société Max-Planck pour le développement des sciences (Allemagne) — Partner, beneficiary, Recherche, subvention : 260539.2 €
- Université de Toulouse (France) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Nederlandse organisatie voor wetenschappelijk onderzoek (Pays-Bas) — Partner, beneficiary, Recherche, subvention : 274370.4 €
- Quantinuum ltd (Royaume-Uni) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €
- Université de Tromsø (Norvège) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 595497.6 €
- Université de Trente (Italie) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 518875.2 €
- HSBC Holdings (Royaume-Uni) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €
- Institute of Photonic Sciences (Espagne) — Partner, beneficiary, Recherche, subvention : 251971.2 €
- Université de Florence (Italie) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 259437.6 €
- Université polytechnique de Catalogne (Espagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Université de Leipzig (Allemagne) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Centre national de la recherche scientifique (France) — Partner, beneficiary, Recherche, subvention : 282693.6 €
- Institut national de recherche en sciences et technologies du numérique (France) — Coordinator, beneficiary, Recherche, subvention : 565387.2 €
- Université de Tilbourg (Pays-Bas) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €
- Université technique de Prague (Rép. Tchèque) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 237038.4 €
- Artelys (France) — Partner, beneficiary, Organismes privés (hors enseignement), subvention : 282693.6 €
- Université de Constance (Allemagne) — Partner, beneficiary, Enseignement supérieur ou secondaire, subvention : 521078.4 €
- Quandela (France) — Partner, associated partner, Organismes privés (hors enseignement), subvention : 0.0 €
- Université Côte d'Azur (France) — Partner, associated partner, Enseignement supérieur ou secondaire, subvention : 0.0 €