Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Can an artificial neural network teach us quantum physics?

2019/33/N/ST2/03123

Keywords:

phase classification ultracold atoms many-body localization topological phases machine learning neural networks interpretability of machine learning

Descriptors:

  • ST2_7: Atomic and molecular physics
  • ST2_8: Ultracold atoms and molecules
  • ST2_19: Foundations of physics, mathematical physics

Panel:

ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics

Host institution :

Uniwersytet Warszawski, Wydział Fizyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Anna Dawid-Łękowska 

Number of co-investigators in the project: 2

Call: PRELUDIUM 17 - announced on 2019-03-15

Amount awarded: 69 600 PLN

Project start date (Y-m-d): 2020-02-18

Project end date (Y-m-d): 2021-02-17

Project duration:: 12 months (the same as in the proposal)

Project status: Project settled

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.