{"product_id":"artificial-intelligence-and-complex-dynamical-systems-book-giorgos-tsironis-9783031819452","title":"Artificial Intelligence and Complex Dynamical Systems","description":"\u003cp\u003eThis book serves as a comprehensive introduction to nonlinear complex systems through the application of machine learning methods. Artificial intelligence (AI) has affected the foundations of scientific discovery, and can therefore lend itself to developing a better understanding of the unpredictable nature of complex dynamical systems and to predict their future evolution. \u003c\/p\u003e\n\n\u003cp\u003eUtilizing Python code, this book teaches and applies machine learning to topics such as chaotic dynamics and time-series analysis, solitons, breathers, chimeras, nonlinear localization, biomolecular dynamics, and wave propagation in the heart. The consistent integration of methods and models allow for readers to develop a necessary intuition on how to handle complexity through AI. This textbook contains a wealth of expository material, code, and example problems to support and organize academic coursework, allowing the technical nature of these areas of study to become highly accessible. \u003c\/p\u003e\n\n\u003cp\u003eRequiring only a basic background in mathematics and coding in Python, this book is an essential text for a wide array of advanced undergraduate or graduate students in the applied sciences interested in complex systems through the lens of machine learning.\u003c\/p\u003e","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52664518574353,"sku":null,"price":0.0,"currency_code":"AUD","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52664519655697,"sku":"NLS9783031819452","price":137.89,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783031819452.jpg?v=1791969450","url":"https:\/\/www.worldofbooks.com\/en-au\/products\/artificial-intelligence-and-complex-dynamical-systems-book-giorgos-tsironis-9783031819452","provider":"World of Books ","version":"1.0","type":"link"}