27/01/2021

Postdoc (machine learning and signal processing fo particle astrophysics) in International Research Agenda AstroCeNT: Particle Astrophysics Science and Technology Centre (Research Group 5)

This job offer has expired


  • ORGANISATION/COMPANY
    Nicolaus Copernicus Astronomical Center
  • RESEARCH FIELD
    GeosciencesOther
    Other
    PhysicsComputational physics
    TechnologyInformation technology
    TechnologyQuantum technology
  • RESEARCHER PROFILE
    Recognised Researcher (R2)
  • APPLICATION DEADLINE
    28/02/2021 23:00 - Europe/Brussels
  • LOCATION
    Poland › Warszawa
  • TYPE OF CONTRACT
    Temporary
  • JOB STATUS
    Full-time
  • HOURS PER WEEK
    40
  • OFFER STARTING DATE
    01/04/2021

OFFER DESCRIPTION

Applications are invited for three postdoctoral positions in the field of machine learning and signal processing at AstroCeNT, a new international Centre of Excellence in Particle Astrophysics in Warsaw, Poland (see below for more information).

Successful applicants will be expected to join the “Scientific Computing & Information Technology Group” group led by Prof. Piotr Gawron, and to engage in research:

- on multivariate time series processing and analysis for data originating from sensor arrays. The primary responsibility of this position is to develop machine learning models for time series processing, classification and de-noising;

- the image reconstruction in Time-of-Flight Positron Emission Tomography;

- the development of the quantum machine learning models.

The primary responsibility of persons employed at these positions is to conduct theoretical research and to develop the signal processing software based either on traditional signal processing techniques or on the machine learning models .

The positions will be based at AstroCeNT in Warsaw, Poland.

We are seeking applicants that received their PhD in computer science, physics or mathematics or related fields within the past 5 years. In particular, we are looking for applicants with experience in machine learning, data analysis and software engineering. The position is available immediately. The initial term is for two years with an option of renewal if mutually agreed.

AstroCeNT (https://astrocent.camk.edu.pl) — Particle Astrophysics Science and Technology Centre — was established on 1 July 2018 following an award of nearly 38 million PLN (nearly 9M Euro, over 10M USD) within the framework of the International Research Agendas Programme of the Foundation for Polish Science, see:

https://www.fnp.org.pl/en/projekt-astrocent-zdobyl-finansowanie-w-progra....

At AstroCeNT, research is focused primarily on the areas of the detection of gravitational waves and dark matter using advanced technological instruments, whose development has been among the prime areas of activity of the Centre. However, it is planned to engage in other areas of theoretical and experimental research in particle astrophysics, beyond gravitational waves and dark matter.

AstroCeNT has developed close collaborative links with several institutions in Europe and outside, in particular with our strategic partners APC (Astroparticle and Cosmology Laboratory) in Paris and the McDonald Institute in Canada. More collaborations are being established.

Currently AstroCeNT comprises six international research groups of physicists and engineers:

  1. SiPM Systems for Astroparticle Physics and Medical Physics (leader: Dr Marcin Kuźniak);
  2. Seismic Sensors (leader: Professor Tomasz Bulik);
  3. Electronics and Data Acquisition and Processing (leader: Dr Mariusz Suchenek);
  4. Ultrapure SiPMs and Associated Readout Electronics (leader: Dr Masayuki Wada);
  5. Scientific Computing & Information Technology (leader: Professor Piotr Gawron);
  6. Particle Astrophysics (leader: Professor Leszek Roszkowski).

Expansion to other activities in the field will be considered in the future.

AstroCeNT is formally a new administrative division of Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences (http://www.camk.edu.pl) – an internationally leading institute in astronomy and astrophysics. The Centre is led by Professor Leszek Roszkowski.

AstroCeNT is conveniently located in the city centre, with easy access from rail stations and airports. The center occupies a suite of spacious and modern labs and offices on the top floor of a modern building (https://www.cziitt.pw.edu.pl/?lang=en) of Warsaw University of Technology (https://www.pw.edu.pl/engpw) in order to foster communication and cooperation with local engineers and physicists, and to enhance scientific and academic environment. The site is also well connected with Physics Department of the University of Warsaw and the main site of the Nicolaus Copernicus Astronomical Centre and other research institutes in Warsaw.

AstroCeNT strongly values the diversity of candidates and is very committed to the equality of opportunity.

More Information

Benefits

  1. Stimulating, international, English speaking research environment in a new centre of excellence.
  2. Possibility to develop frontline research in gravitational wave research, in collaboration with the other teams of AstroCeNT and with our strategic partner APC.
  3. Funding for research, travel and basic equipment.
  4. Scientific, organizational and technical support, including standard research facilities.

Eligibility criteria

  1. curriculum vitae,
  2. statement of research interests,
  3. publication list,
  4. photocopy of PhD diploma,
  5. copy of PhD thesis (if not confidential),
  6. at least two, preferably three, letters of reference,
  7. scan of signed GDPD form (available from https://www.camk.edu.pl/en/about/ochrona-danych-osobowych/#rodocent).

Additional comments

The gross salary is 12,000.00 PLN (expected net salary: about 8,750.00 PLN)

The maximum period of contract agreement is 2 years, extendable until the end of the project.

More information can be obtained from Prof. Piotr Gawron (gawron@camk.edu.pl)

Offer Requirements

Skills/Qualifications

  1. Ability to work and collaborate in research teams in a competitive environment.
  2. Strong track record of past research.
  3. A potential to attract grant funding.

Work location(s)
3 position(s) available at
AstroCeNT : Particle Astrophysics Science and Technology Centre
Poland
Warszawa
00-614
Rektorska 4

EURAXESS offer ID: 598830

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