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
Monday, 19 August 2024
09:00
Riemann–Hilbert Problems and Integrable Equations
-
Vladimir Gerdjikov
Riemann–Hilbert Problems and Integrable Equations
Vladimir Gerdjikov
09:00 - 09:50
09:50
Chaffee-Infante type equations with given classes of solutions
-
Radu Constantinescu
Chaffee-Infante type equations with given classes of solutions
Radu Constantinescu
09:50 - 10:40
10:40
Coffee break
Coffee break
10:40 - 11:00
11:00
On the N-wave hierarchy with constant boundary conditions
-
Georgi Grahovski
On the N-wave hierarchy with constant boundary conditions
Georgi Grahovski
11:00 - 11:50
11:50
Lunch break
Lunch break
11:50 - 14:00
14:00
Contact Hamilton-Jacobi equations and consistency of strong SRRT inflation
-
Mirela Babalic
Contact Hamilton-Jacobi equations and consistency of strong SRRT inflation
Mirela Babalic
14:00 - 14:40
14:40
Generalized Dodd-Bullough-Mikhailov equations with given classes of solutions
-
Alina-Maria Pauna
Generalized Dodd-Bullough-Mikhailov equations with given classes of solutions
Alina-Maria Pauna
14:40 - 15:20
15:20
The Lagrangian approach to modelling waves with a linear current component
-
Conor Curtin
The Lagrangian approach to modelling waves with a linear current component
Conor Curtin
15:20 - 15:50
15:50
Coffee break
Coffee break
15:50 - 16:10
16:10
General Discussion
General Discussion
16:10 - 18:00
20:00
Conference dinner
Conference dinner
20:00 - 22:00
Tuesday, 20 August 2024
09:00
Reparametrization Invariance and Its Relation to the Dark Energy and Dark Matter Phenomena
-
Vesselin Gueorguiev
Reparametrization Invariance and Its Relation to the Dark Energy and Dark Matter Phenomena
Vesselin Gueorguiev
09:00 - 09:50
09:50
Coffee break
Coffee break
09:50 - 10:10
10:10
Photon spheres
-
Stoytcho Yazadjiev
Photon spheres
Stoytcho Yazadjiev
10:10 - 10:40
10:40
Images of a thin accretion disk around Kerr Black Hole with synchronized scalar hair
-
Galin Gyulchev
Images of a thin accretion disk around Kerr Black Hole with synchronized scalar hair
Galin Gyulchev
10:40 - 11:30
11:30
Lunch break
Lunch break
11:30 - 14:00
14:00
Beam parameters estimation with machine learn- ing from incomplete data sets
-
Svetoslav Ivanov
Beam parameters estimation with machine learn- ing from incomplete data sets
Svetoslav Ivanov
14:00 - 14:40
14:40
Applicability evaluation of selected xAI methods for machine learning algorithms for signal parameters extraction
-
Калина Dimitrova
Applicability evaluation of selected xAI methods for machine learning algorithms for signal parameters extraction
Калина Dimitrova
14:40 - 15:10
15:10
An integral formula, with an application to differential equations
-
Lubomir Markov
An integral formula, with an application to differential equations
Lubomir Markov
15:10 - 16:00
16:00
Coffee break
Coffee break
16:00 - 16:30
16:30
General Discussion
General Discussion
16:30 - 18:00
Wednesday, 21 August 2024
09:00
On a Method for Solving of Equations of Mathematical Physics in Multidimension
-
Michail Todorov
On a Method for Solving of Equations of Mathematical Physics in Multidimension
Michail Todorov
09:00 - 09:50
09:50
Variational Method for Inverse Problems in Identifying Solitary-Wave Solutions
-
Rossitza Marinova
Variational Method for Inverse Problems in Identifying Solitary-Wave Solutions
Rossitza Marinova
09:50 - 10:40
10:40
Coffee break
Coffee break
10:40 - 11:00
11:00
Application of Soliton Theory in Business Process Analysis
-
Antonina Ivanova
Application of Soliton Theory in Business Process Analysis
Antonina Ivanova
11:00 - 11:30
11:30
Approximate solutions to ordinary differential equations using neural networks and Monte Carlo
-
Hristo Vekov
Approximate solutions to ordinary differential equations using neural networks and Monte Carlo
Hristo Vekov
11:30 - 12:00
12:00
Application of machine learning methods to predict and analyze the condition of rolling bearings
-
Atanas Kolev
Application of machine learning methods to predict and analyze the condition of rolling bearings
Atanas Kolev
12:00 - 12:30
12:30
Closing
Closing
12:30 - 12:50
12:50
Lunch break
Lunch break
12:50 - 13:10