Projects funded by the NCN
Boosting particle physics simulations with neural networks
2021/43/D/ST2/03375
Keywords:
machine learning Markov Chain Monte Carlo simulations lattice field theories
Descriptors:
- ST2_1: Fundamental interactions and fields
- ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
- ST3_15: Statistical physics of condensed matter, phase transitions, noise and fluctuations, etc.
Panel:
ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics
Host institution :
Uniwersytet Jagielloński, Wydział Fizyki, Astronomii i Informatyki Stosowanej
woj. małopolskie
Principal investigator (from the host institution):
Number of co-investigators in the project: 2
Call: SONATA 17 - announced on 2021-09-15
Amount awarded: 718 708 PLN
Project start date (Y-m-d): 2022-11-21
Project end date (Y-m-d): 2025-11-20
Project duration:: 36 months (the same as in the proposal)
Project status: Pending project
Project description
Download the project description in a pdf file
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