{"product_id":"artificial-intelligence-and-complex-dynamical-systems-von-giorgos-tsironis","title":"Artificial Intelligence and Complex Dynamical Systems","description":"\n                                \n                \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                \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                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031819452\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031819452","offer_id":54382155956549,"sku":"9783031819452","price":69.54,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/291a90ed-5b03-452d-977e-34ff0215b45e.jpg?v=1773637686","url":"https:\/\/shop.autorenwelt.de\/en\/products\/artificial-intelligence-and-complex-dynamical-systems-von-giorgos-tsironis","provider":"Autorenwelt Shop","version":"1.0","type":"link"}