Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning

Contribution List

1. Opening

17/08/2024, 09:00

2. Water waves over a variable bottom and soliton propagation

Rossen Ivanov

17/08/2024, 09:30

3. Nonlinear evolution of black holes in modified theories of gravity

Daniela Doneva

17/08/2024, 10:50

4. Application of equivariant transformations in neural networks to classification of galaxy images

Stoyan Mishev

17/08/2024, 11:40

5. Solving differential equations with physics informed neural networks

Stoytcho Yazadjiev

17/08/2024, 14:00

6. Period variability of cataclysmic star AM Herculus. New photometric observations.

Rumen Bogdanovski and Nikola Antonov

17/08/2024, 14:30

7. General discussion

17/08/2024, 15:30

8. Polynomial Lax pairs with a Coxeter reduction

Alexander Stefanov

18/08/2024, 09:00

9. Singularity analysis and bilinear approach to some Bogoyavlensky equations

Adrian Stefan Carstea

18/08/2024, 09:50

10. Irreversibility and dynamics of quantum correlations in open quantum systems

Aurelian Isar

18/08/2024, 11:00

11. Dynamics of strongly coupled harmonic oscillators in Gaussian noisy channels

Tatiana Mihaescu

18/08/2024, 14:00

12. Mathematical Analysis of the Van der Waals Equation

Emil Prodanov

18/08/2024, 14:30

13. General discussion

18/08/2024, 15:30

14. Riemann–Hilbert Problems and Integrable Equations

Vladimir Gerdjikov

19/08/2024, 09:00

15. Chaffee-Infante type equations with given classes of solutions

Radu Constantinescu

19/08/2024, 09:50

16. On the N-wave hierarchy with constant boundary conditions

Georgi Grahovski

19/08/2024, 11:00

17. Contact Hamilton-Jacobi equations and consistency of strong SRRT inflation

Mirela Babalic

19/08/2024, 14:00

18. Generalized Dodd-Bullough-Mikhailov equations with given classes of solutions

Alina-Maria Pauna

19/08/2024, 14:40

19. The Lagrangian approach to modelling waves with a linear current component

Conor Curtin

19/08/2024, 15:20

20. General Discussion

19/08/2024, 16:10

22. Reparametrization Invariance and Its Relation to the Dark Energy and Dark Matter Phenomena

Vesselin Gueorguiev

20/08/2024, 09:00

23. Photon spheres

Stoytcho Yazadjiev

20/08/2024, 10:10

24. Images of a thin accretion disk around Kerr Black Hole with synchronized scalar hair

Galin Gyulchev

20/08/2024, 10:40

25. Beam parameters estimation with machine learn- ing from incomplete data sets

Svetoslav Ivanov

20/08/2024, 14:00

26. Applicability evaluation of selected xAI methods for machine learning algorithms for signal parameters extraction

Калина Dimitrova

20/08/2024, 14:40

27. An integral formula, with an application to differential equations

Lubomir Markov

20/08/2024, 15:10

28. General Discussion

20/08/2024, 16:30

29. On a Method for Solving of Equations of Mathematical Physics in Multidimension

Michail Todorov

21/08/2024, 09:00

30. Variational Method for Inverse Problems in Identifying Solitary-Wave Solutions

Rossitza Marinova

21/08/2024, 09:50

31. Application of Soliton Theory in Business Process Analysis

Antonina Ivanova

21/08/2024, 11:00

32. Approximate solutions to ordinary differential equations using neural networks and Monte Carlo

Hristo Vekov

21/08/2024, 11:30

33. Application of machine learning methods to predict and analyze the condition of rolling bearings

Atanas Kolev

21/08/2024, 12:00

34. Closing

21/08/2024, 12:30

21. Reparametrization Invariance and Its Relation to the Dark Energy and Dark Matter Phenomena

Vesselin Gueorguiev