Post-DocApplications Closed

N/A

Genova, Italy
Apply by Jul 31, 2025

Application deadline

Jul 31, 2025

Job

Job location

N/A

Geocoding

Genova, Italy

Geocoding in progress.

Source: legacy

Quick Information

Application Deadline

Jul 31, 2025

Start Date

Flexible

Education Required

See description

Experience Level

Not specified

Job

Job location

N/A

Geocoding

Genova, Italy

Geocoding in progress.

Source: legacy

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Job Description

We are hiring two PostDocs to join the Pattern Analysis and Computer Vison (PAVIS) Research Line coordinated by Dr. Alessio Del Bue. The positions are part of a joint multidisciplinary effort between PAVIS, the Atomistic Simulation (ATSIM) Research Line led by Prof. Michele Parrinello, the Computational Facility led by Dr. Sergio Decherchi and Dompè Pharmaceutical. The focus is on the study of novel ML and DL methods that can efficiently incorporate priors and constraints related to physical models, with special focus on self-supervised and generative modelling. The goal is to develop models applicable to IIT interdisciplinary research, especially in drug discovery and molecular modeling for large scale datasets, leveraging IIT’s HPC computational facilities.

Requirements

  • A PhD in Computer Science
  • Machine Learning
  • Physics
  • Chemistry
  • Engineering
  • Mathematics or related areas. Documented expertise in ML and DL models
  • particularly GNNs and Transformers. Excellent programming ability (Python preferred) with skills in AI and Deep Learning frameworks (e.g.
  • Pytorch
  • Tensorflow). Ability to integrate within a multidisciplinary research group. Proven track record of publications. Ability to report
  • organize and publish research data. High motivation to learn
  • good priority management
  • and ability to work in an international environment. Fluency in English.