Projects funded by the NCN
Quantum topology and deep learning
2022/47/D/ST2/02058
Keywords:
quantum topology knots quivers 3-manifolds quantum field theory machine learning deep learning
Descriptors:
- ST2_019:
- ST1_006:
- ST6_011:
Panel:
ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics
Host institution :
Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki
woj. mazowieckie
Principal investigator (from the host institution):
Number of co-investigators in the project: 3
Call: SONATA 18 - announced on 2022-07-15
Amount awarded: 1 258 000 PLN
Project start date (Y-m-d): 2023-10-02
Project end date (Y-m-d): 2027-10-01
Project duration:: 48 months (the same as in the proposal)
Project status: Pending project
Project description
Download the project description in a pdf file
Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
- Publication in academic press/journals (1)
- Articles in post-conference publications (1)
- Unlinking symmetric quiversAuthors:Piotr Kucharski, Hélder Larraguível, Dmitry Noshchenko, Piotr SułkowskiAcademic press:Letters in Mathematical Physics (rok: 2026, tom: 116, strony: 10), Wydawca: Springer NatureStatus:PublishedDOI:10.1007/s11005-025-02038-4 - link to the publication
- Knot-quiver correspondence: a brief reviewAuthors:Piotr Kucharski, Dmitry NoshchenkoConference:Proceedings of the International Conference on Knots, Quivers and Beyond (ICKQB 2025) (rok: 2025, tom: International Conference on Knots, Quivers and Beyond, strony: 19-33), Wydawca: Atlantis PressData:konferencja 18-21.02.2025Status:PublishedDOI:10.2991/978-94-6463-789-2_3 - link to the publication