Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning

Europe/Sofia
Varna

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