Torrent details for "Tsironis G. Artificial Intelligence and Complex Dynamical System…" Log in to bookmark
Controls:
×
Report Torrent
Please select a reason for reporting this torrent:
Your report will be reviewed by our moderation team.
×
Report Information
Loading report information...
This torrent has been reported 0 times.
Report Summary:
| User | Reason | Date |
|---|
Failed to load report information.
×
Success
Your report has been submitted successfully.
Checked by:
Category:
Language:
None
Total Size:
23.0 MB
Info Hash:
438CABE5E4088C2EFA062831BA83786F1ECC692D
Added By:
Added:
April 20, 2026, 10:54 p.m.
Stats:
|
(Last updated: April 20, 2026, 10:57 p.m.)
| File | Size |
|---|---|
| Tsironis G. Artificial Intelligence and Complex Dynamical Systems 2025.pdf | 23.0 MB |
Name
DL
Uploader
Size
S/L
Added
NOTE
SOURCE: Tsironis G. Artificial Intelligence and Complex Dynamical Systems 2025
-----------------------------------------------------------------------------------
COVER
-----------------------------------------------------------------------------------
MEDIAINFO
Textbook in PDF format Explores artificial intelligence in relation to a wide array of complex systems. Provides an accessible introduction to machine learning with python code for advanced students in the applied sciences. Includes numerous models, example code, and problems with solutions. This 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. Utilizing 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. Requiring 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
×