Giorgos P. Tsironis

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Electric Load Forecasting

Quantified Boolean Formulae

Dynamical Systems

Lyapunov Exponents

Top Venues

Frontiers Appl. Math. Stat.

Publications

Georgios 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. Quant. Biol. 10 (2) (2022)
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)
Johanne Hizanidis, Nikos Lazarides, Giorgos P. Tsironis
Chimera States in Networks of Locally and Non-locally Coupled SQUIDs. Frontiers Appl. Math. Stat. 5 (2019)