Preface

The present volume constitutes the proceedings of the Second workshop on Soliton Theory, Nonlinear Dynamics and Machine Learning held in Varna (Bulgaria) from 16 to 21 August 2024 which is organized by the Institute for Advanced Physical Studies (Bulgaria) and the Institute for Physical and Mathematical Studies of the Varna Free University (VFU). The Second Workshop continued the main ideas of the first one: bring together qualified scientists and young researchers and students with expertise and interests in mathematics and physics. In this way the workshop was intended to offer an opportunity to discuss recent developments and achievements, as well as future perspectives in these modern and fast developing areas and their interface. In order to achieve practical results with our Workshop we needed to have more young people as participants and to give them more time to explain their ideas. Every speaker had 45 minutes for presentation and 15 minutes for questions and discussions. This is an ample time to explain in detail the main ideas in the talk so that even a beginner could understand it. There was additional time during the coffee and lunch breaks for contacts among the people on site. Of course for the online participants this was more difficult, though they were given optimal chances to ask questions during and after the reports. List of Scientific Committee and Local Organizing Committee are available in this PDF.