Topological Dynamics in Metamodel Discovery with Artificial Intelligence is popular PDF and ePub book, written by Ariel Fernández Stigliano in 2023, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Topological Dynamics in Metamodel Discovery with Artificial Intelligence can be Read Online from any device for your convenience.
Topological Dynamics in Metamodel Discovery with Artificial Intelligence Book PDF Summary
The leveraging of artificial intelligence (AI) for model discovery in dynamical systems is cross-fertilizing and revolutionizing both disciplines, heralding a new era of data-driven science. This book is placed at the forefront of this endeavor, taking model discovery to the next level. Dealing with artificial intelligence, this book delineates AI's role in model discovery for dynamical systems. With the implementation of topological methods to construct metamodels, it engages with levels of complexity and multiscale hierarchies hitherto considered off limits for data science. Key Features: Introduces new and advanced methods of model discovery for time series data using artificial intelligence Implements topological approaches to distill "machine-intuitive" models from complex dynamics data Introduces a new paradigm for a parsimonious model of a dynamical system without resorting to differential equations Heralds a new era in data-driven science and engineering based on the operational concept of "computational intuition" Intended for graduate students, researchers, and practitioners interested in dynamical systems empowered by AI or machine learning and in their biological, engineering, and biomedical applications, this book will represent a significant educational resource for people engaged in AI-related cross-disciplinary projects.
Detail Book of Topological Dynamics in Metamodel Discovery with Artificial Intelligence PDF
- Author : Ariel Fernández Stigliano
- Release : 30 September 2024
- Publisher : CRC Press
- ISBN : 100333301X
- Genre : Computers
- Total Page : 0 pages
- Language : English
- PDF File Size : 10,8 Mb
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