Nonlinear Dynamics, Chaos, and Complexity
Springer Verlag, Singapore
978-981-15-9033-7 (ISBN)
The collection of works devoted to the memory of Professor Valentin Afraimovich introduces new concepts, methods, and applications in nonlinear dynamical systems covering physical problems and mathematical modelling relevant to molecular biology, genetics, neurosciences, artificial intelligence as well as classic problems in physics, machine learning, brain and urban dynamics.
The book can be read by mathematicians, physicists, complex systems scientists, IT specialists, civil engineers, data scientists, urban planners, and even musicians (with some mathematical background).
Dr. Dimitri Volchenkov obtained his Ph.D. in Theoretical Physics in the Saint Petersburg State University (Russia) and habilitated in the CNRS Centre de Physique Theorique (Marseille, France). He is the Associate Professor of Mathematics and Statistics at the Texas Tech University (USA) and Professor of Risk Assessment and Data Science at the Sichuan University of Science and Engineering (China). His research interests are the science of complexity and interdisciplinary physics ranging from the stochastic nonlinear dynamics, to plasma turbulence, to urban spatial networks, and their impact on poverty and environments, analysis of complex networks, data analysis of economic, inequality and politics data, big data analytics, survival analysis, and modelling of evolutionary biology and ecology.
Professor Valentin Afraimovich.- The need for more integration between machine learning and neuroscience. Quasiperiodic Route to Transient Chaos in Vibroimpact System.- Modeling Ensembles of Nonlinear Dynamic Systems in Ultrawideb and Active Wireless Direct Chaotic Networks.- Verification of Biomedical Processes with Anomalous Diffusion, Transport and Interaction of Species.- Chaos-based communication using isochronal synchronization: considerations about the synchronization manifold.
Erscheinungsdatum | 16.01.2021 |
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Reihe/Serie | Nonlinear Physical Science |
Zusatzinfo | 23 Illustrations, color; 43 Illustrations, black and white; VIII, 198 p. 66 illus., 23 illus. in color. |
Verlagsort | Singapore |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Naturwissenschaften ► Physik / Astronomie ► Optik | |
Naturwissenschaften ► Physik / Astronomie ► Thermodynamik | |
Technik ► Maschinenbau | |
ISBN-10 | 981-15-9033-8 / 9811590338 |
ISBN-13 | 978-981-15-9033-7 / 9789811590337 |
Zustand | Neuware |
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