Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning

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

16 Aug 2024, 10:00 → 21 Aug 2024, 13:10 Europe/Sofia

Varna

Description

Welcome to the website of the Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning !

Workshop proceedings submission deadline is November 5, 2024. See announcement >>

The workshop will take place from 16th to 21st of August 2024 nearby Varna, Bulgaria.

Online participation is accessible via https://meet.google.com/nvg-quhe-bjy .

Organized by:

Institute for Advanced Physical Studies
Institute of Physical and Mathematical Studies, Varna Free University

Book of abstracts (click on the image below to view):

Registration

Personal data

Participants

Adrian Stefan Carstea
Aleksander Stefanov
Alina-Maria Păuna
Antonina Ivanova
Atanas Kolev
Aurelian Isar
Boyan Kostadinov
Conor Curtin
Daniela Doneva
Emil Prodanov
Galin Gyulchev
Georgi Grahovski
Gergana Belcheva
Gergana Daskalova
Gospodin Bozhikov
Hristo Vekov
Ivailo Mladenov
Ivan Dragolov
Jordan McConnell
Kalin Staykov
Kalina Dimitrova
Konstantin Zloshchastiev
Krassimir Djounakov
Lachezar Petrov
Liliya Atanasova
Lubomir Markov
Lyuben Temelakiev
Lyudmila Ivanova
Maurice Grinberg
Meglena Lazarova
Michail Todorov
Mirela Babalic
Niagara Georgieva
NICOLETA-CORINA BABALIC
Nikola Antonov
Nikola Blajev
Nikolay Ivanov
Nikolay Nikolov
Petar Peychinov
Peter Hristov
Radoslav Ginin
Radu Constantinescu
Rangel Ivanov
Rosalina Gramatikov
Rossen Ivanov
Rossitza Marinova
Simeon Chakarov
Stoyan Mishev
Stoytcho Yazadjiev
Svetoslav Ivanov
Tatiana Mihaescu
Teodora Bakardjieva
Venelin Kozhuharov
Vesselin Gueorguiev
Violeta Moloney
Vladimir Gerdjikov
Yassen Gorbounov
Yoana Foteva

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