Physics-informed operator learning for inverse imaging problems and scientific machine learning

Updated: about 2 months ago
Deadline: 06 Dec 2025

3 Dec 2025
Job Information
Organisation/Company

Università degli Studi di Genova
Research Field

Computer science
Researcher Profile

Recognised Researcher (R2)
Leading Researcher (R4)
First Stage Researcher (R1)
Established Researcher (R3)
Country

Italy
Application Deadline

6 Dec 2025 - 23:59 (UTC)
Type of Contract

To be defined
Job Status

Not Applicable
Is the job funded through the EU Research Framework Programme?

Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The research program lies within the development of new paradigms of physics-
informed machine learning and deep learning, with applications to inverse problems
in scientific imaging and the modeling of complex physical systems.
The overall goal is to integrate the knowledge of the physical–mathematical processes
governing data acquisition (described by integral operators or differential equations)
with operator learning and model-aware learning techniques, in order to design
theoretical and computational models capable of learning and inverting operators derived
from real physical processes.


Where to apply
Website
https://concorsi.unige.it/home

Requirements
Additional Information
Eligibility criteria

The qualification to apply every selection is specified in the notice for each research program. To apply for research grants: https://concorsi.unige.it/home
Applications and CVs sent by e-mail are not accepted


Eligible destination country/ies for fellows:

  • Italy

Eligibility of fellows: country/ies of residence:

  • EUROPE

Eligibility of fellows: nationality/ies:

  • EUROPE

Selection process

evaluation of presented titles and interview on the subjects specified by the notice


Website for additional job details

https://unige.it/concorsi/assricerca

Work Location(s)
Number of offers available
1
Company/Institute
Università degli Studi di Genova
Country
Italy
Geofield


Contact
City

Genova
Website

http://www.unige.it/concorsi/assricerca/

STATUS: EXPIRED

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