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

Saturday, 17 August
- 1
  
  Opening
- 2
  
  Water waves over a variable bottom and soliton propagation
  
  Speaker: Rossen Ivanov
- 10:20
  
  Coffee break
- 3
  
  Nonlinear evolution of black holes in modified theories of gravity
  
  Speaker: Daniela Doneva
- 4
  
  Application of equivariant transformations in neural networks to classification of galaxy images
  
  Speaker: Stoyan Mishev
- 12:20
  
  Lunch break
- 5
  
  Solving differential equations with physics informed neural networks
  
  Speaker: Stoytcho Yazadjiev
- 6
  
  Period variability of cataclysmic star AM Herculus. New photometric observations.
  
  Speaker: Rumen Bogdanovski and Nikola Antonov
- 15:10
  
  Coffee break
- 7
  
  General discussion
Sunday, 18 August
- 8
  
  Polynomial Lax pairs with a Coxeter reduction
  
  Speaker: Alexander Stefanov
- 9
  
  Singularity analysis and bilinear approach to some Bogoyavlensky equations
  
  Speaker: Adrian Stefan Carstea
- 10:40
  
  Coffee break
- 10
  
  Irreversibility and dynamics of quantum correlations in open quantum systems
  
  Speaker: Aurelian Isar
- 11:50
  
  Lunch break
- 11
  
  Dynamics of strongly coupled harmonic oscillators in Gaussian noisy channels
  
  Speaker: Tatiana Mihaescu
- 12
  
  Mathematical Analysis of the Van der Waals Equation
  
  Speaker: Emil Prodanov
- 15:10
  
  Coffee break
- 13
  
  General discussion
Monday, 19 August
- 14
  
  Riemann–Hilbert Problems and Integrable Equations
  
  Speaker: Vladimir Gerdjikov
- 15
  
  Chaffee-Infante type equations with given classes of solutions
  
  Speaker: Radu Constantinescu
- 10:40
  
  Coffee break
- 16
  
  On the N-wave hierarchy with constant boundary conditions
  
  Speaker: Georgi Grahovski
- 11:50
  
  Lunch break
- 17
  
  Contact Hamilton-Jacobi equations and consistency of strong SRRT inflation
  
  Speaker: Mirela Babalic
- 18
  
  Generalized Dodd-Bullough-Mikhailov equations with given classes of solutions
  
  Speaker: Alina-Maria Pauna
- 19
  
  The Lagrangian approach to modelling waves with a linear current component
  
  Speaker: Conor Curtin
- 15:50
  
  Coffee break
- 20
  
  General Discussion
- 20:00
  
  Conference dinner
Tuesday, 20 August
- 21
  
  Reparametrization Invariance and Its Relation to the Dark Energy and Dark Matter Phenomena
  
  Speaker: Vesselin Gueorguiev
- 09:50
  
  Coffee break
- 22
  
  Photon spheres
  
  Speaker: Stoytcho Yazadjiev
- 23
  
  Images of a thin accretion disk around Kerr Black Hole with synchronized scalar hair
  
  Speaker: Galin Gyulchev
- 11:30
  
  Lunch break
- 24
  
  Beam parameters estimation with machine learn- ing from incomplete data sets
  
  Speaker: Svetoslav Ivanov
- 25
  
  Applicability evaluation of selected xAI methods for machine learning algorithms for signal parameters extraction
  
  Speaker: Калина Dimitrova
- 26
  
  An integral formula, with an application to differential equations
  
  Speaker: Lubomir Markov
- 16:00
  
  Coffee break
- 27
  
  General Discussion
Wednesday, 21 August
- 28
  
  On a Method for Solving of Equations of Mathematical Physics in Multidimension
  
  Speaker: Michail Todorov
- 29
  
  Variational Method for Inverse Problems in Identifying Solitary-Wave Solutions
  
  Speaker: Rossitza Marinova
- 10:40
  
  Coffee break
- 30
  
  Application of Soliton Theory in Business Process Analysis
  
  Speaker: Antonina Ivanova
- 31
  
  Approximate solutions to ordinary differential equations using neural networks and Monte Carlo
  
  Speaker: Hristo Vekov
- 32
  
  Application of machine learning methods to predict and analyze the condition of rolling bearings
  
  Speaker: Atanas Kolev
- 33
  
  Closing
- 12:50
  
  Lunch break