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Modeling in Life Sciences and Ecology: Machine Learning and Dynamical Systems

Modeling in Life Sciences and Ecology: Machine Learning and Dynamical Systems

Hardcover

Series: Springer Asia Pacific Mathematics, Book 4

General MathematicsGeneral ScienceProbability & Statistics

Currently unavailable to order

ISBN10: 9819510376
ISBN13: 9789819510375
Publisher: Springer
Published: Feb 12 2026
Pages: 312
Weight: 1.39
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
This book begins by exploring the fundamental concepts of dynamical systems and machine learning modeling, elucidating the workflow of these two modeling approaches. While primarily tailored as an introductory textbook for both undergraduate and graduate students, its broader aim is to captivate the interest of seasoned ecologists and life scientists, beckoning them to explore the realm of modeling. The introduction and development of each section adhere to a practical problem-driven approach, aiming to address real-world issues. The focus is on addressing how to establish and evolve appropriate models based on practical problems or data.

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General Mathematics