Postdoc Researcher in The Area of Machine Learning

vor 1 Woche


Lugano, Tessin, Schweiz Scuola Universitaria Professionale della Svizzera Italiana (SUPSI) Vollzeit
10/02/2023

Job Information:

Organisation/Company

  • Scuola Universitaria Professionale della Svizzera Italiana (SUPSI)
    Research Field
  • Computer science » Programming
  • Mathematics » Mathematical analysis
  • Chemistry
    Researcher Profile
  • First Stage Researcher (R1)
    Country
  • Switzerland
    Application Deadline
  • 02/04/ :58 (Africa/Cairo)
    Type of Contract
  • Temporary
    Job Status
  • Fulltime
    Hours Per Week
  • 42
    Offer Starting Date
  • 1/6/2023
    Is the job funded through the EU Research Framework Programme?
  • Not funded by an EU programme
    Is the Job related to staff position within a Research Infrastructure?
  • No
    Offer Description:


The University of Applied Sciences and Arts of Southern Switzerland (SUPSI) has opened a full-time position for a
PostDoc Researcher in the area of machine learning,at the Department of Innovative Technologies (DTI) based at the USI-SUPSI university campus in Lugano-Viganello (East Campus), within the
Dalle Molle Institute for Artificial Intelligence (IDSIA).

The contract will starts on June 1st, 2023 or date to be agreed upon.


You will carry out research within the EU-funded project PRAESIIDIUM, in collaboration with an outstanding team of academic, medical and industrial partners from all over Europe.

We will develop a prototype tool for real-time prediction of the pre-diabetic risk based on the integration of patient-specific mathematical models and a rich dataset of real-life data.

The approach will rely on novel
physics-informed machine learning (ML) techniques in order to overcome the limits of standard "black-box" ML practice, while reducing the computational time for simulating heavy numerical models and improving their prediction performances.


Requirements:

Research Field

  • Physics
    Education Level
PhD or equivalent

Skills/Qualifications

  • Perform innovative fundamental research on physicsinformed machine learning, probabilistic modelling and deep learning.
  • Contribute to the acquisition of grants for both applied and basic research projects.
  • Possibility to teach.

Specific Requirements

  • Proven research experience on mathematical modelling, ordinary and partial differential equations, dynamical systems, machine learning and/or related fields.
  • Ph.
D. in Math, Physics, Engineering, Computer Science, or related areas (obtained or close to be obtained).

  • Excellent programming skills with data science languages (R, Python) and libraries.
  • Excellent mathematical skills.
  • Good publication record.

Languages

  • ENGLISH
    Level
Excellent

Additional Information:

Work Location(s):

Number of offers available

  • 1
    Company/Institute
Dalle Molle Institute for Artificial Intelligence (IDSIA)

Country
Switzerland

State/Province
Ticino

City
lugano - viganello

Postal Code
6962 Viganello

Street
Via la Santa 1

Geofield

Where to apply:

WebsiteContact**:

City

  • Manno
    Street
  • Stabile Le Gerre
    Postal Code
  • 6928

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