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G. D. Barmparis
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 4
Top Topics
Boolean Satisfiability
Dynamical Systems
Short Term And Long Term
Top Venues
CoRR
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Publications
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Giorgos P. Tsironis
,
G. D. Barmparis
,
D. K. Campbell
Dynamical symmetry breaking through AI: The dimer self-trapping transition.
CoRR
(2021)
G. D. Barmparis
,
Giorgos P. Tsironis
Discovering nonlinear resonances through physics-informed machine learning.
CoRR
(2021)
N. Almazova
,
G. D. Barmparis
,
Giorgos P. Tsironis
Analysis of chaotic dynamical systems with autoencoders.
CoRR
(2021)
G. D. Barmparis
,
Giorgos P. Tsironis
Physics-informed machine learning for the COVID-19 pandemic: Adherence to social distancing and short-term predictions for eight countries.
CoRR
(2020)