Name: Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning
Start: 2024-08-16T10:00:00+03:00
End: 2024-08-21T13:10:00+03:00
Location: Varna

Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning

from Friday, 16 August 2024 (10:00) to Wednesday, 21 August 2024 (13:10)

Monday, 12 August 2024
Tuesday, 13 August 2024
Wednesday, 14 August 2024
Thursday, 15 August 2024
Friday, 16 August 2024
Saturday, 17 August 2024

09:00 Opening
Opening
09:00 - 09:30
09:30 Water waves over a variable bottom and soliton propagation - Rossen Ivanov
Water waves over a variable bottom and soliton propagation
- Rossen Ivanov
09:30 - 10:20
10:20 Coffee break
Coffee break
10:20 - 10:50
10:50 Nonlinear evolution of black holes in modified theories of gravity - Daniela Doneva
Nonlinear evolution of black holes in modified theories of gravity
- Daniela Doneva
10:50 - 11:40
11:40 Application of equivariant transformations in neural networks to classification of galaxy images - Stoyan Mishev
Application of equivariant transformations in neural networks to classification of galaxy images
- Stoyan Mishev
11:40 - 12:20
12:20 Lunch break
Lunch break
12:20 - 14:00
14:00 Solving differential equations with physics informed neural networks - Stoytcho Yazadjiev
Solving differential equations with physics informed neural networks
- Stoytcho Yazadjiev
14:00 - 14:30
14:30 Period variability of cataclysmic star AM Herculus. New photometric observations. - Rumen Bogdanovski and Nikola Antonov
Period variability of cataclysmic star AM Herculus. New photometric observations.
- Rumen Bogdanovski and Nikola Antonov
14:30 - 15:10
15:10 Coffee break
Coffee break
15:10 - 15:30

15:30 General discussion
General discussion
15:30 - 18:00
Sunday, 18 August 2024
09:00 Polynomial Lax pairs with a Coxeter reduction - Alexander Stefanov
Polynomial Lax pairs with a Coxeter reduction
- Alexander Stefanov
09:00 - 09:50
09:50 Singularity analysis and bilinear approach to some Bogoyavlensky equations - Adrian Stefan Carstea
Singularity analysis and bilinear approach to some Bogoyavlensky equations
- Adrian Stefan Carstea
09:50 - 10:40
10:40 Coffee break
Coffee break
10:40 - 11:00
11:00 Irreversibility and dynamics of quantum correlations in open quantum systems - Aurelian Isar
Irreversibility and dynamics of quantum correlations in open quantum systems
- Aurelian Isar
11:00 - 11:50
11:50 Lunch break
Lunch break
11:50 - 14:00
14:00 Dynamics of strongly coupled harmonic oscillators in Gaussian noisy channels - Tatiana Mihaescu
Dynamics of strongly coupled harmonic oscillators in Gaussian noisy channels
- Tatiana Mihaescu
14:00 - 14:30
14:30 Mathematical Analysis of the Van der Waals Equation - Emil Prodanov
Mathematical Analysis of the Van der Waals Equation
- Emil Prodanov
14:30 - 15:10
15:10 Coffee break
Coffee break
15:10 - 15:30

15:30 General discussion
General discussion
15:30 - 18:00