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Artificial Intelligence and Intelligent Matter : Nanoscience, Soft Matter, Philosophy
Artificial Intelligence and Intelligent Matter : Nanoscience, Soft Matter, Philosophy
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ISBN No.: 9783032041289
Pages: 509
Year: 202601
Format: Trade Cloth (Hard Cover)
Price: $ 82.62
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

Preface.- 1. Introduction: Artificial Intelligence and Intelligent Matter.- Part I: Introduction to Artificial Intelligence.- 2. Introduction to Artificial Intelligence.- 3. An Introduction to Reinforcement Learning - In Artificial and Biological Control Systems.


- 4. An Introduction to Reservoir Computing.- Part II: Applications of Artificial Intelligence to Nanosystems. 5. Learning Dynamical Systems from Data.- 6. Machine Learning Approaches to Classical Density Functional Theory.- 7.


Machine Learning in Quantum Density Functional Theory.- 8. Generative Deep learning for the Inverse Design of Materials.- 9. Machine Learning for Identifying Dynamical Phases Intopologicallasers.- 10. Artificial Intelligence Reshaping the Semiconductor Metrology.- 11.


Machine Learning for Active Matter.- Part III: Implementations of Artificial Intelligence in Nanosystems.- 12. A Primer on Neuromorphic Hardware: Underlying Principles and Approaches - From Sensors to Processors.- 13. Towards Intelligent Active Particles.- 14. Intelligent Matter Consisting of Active Particles.


- 15. Neural Networks Consisting of DNA.- 16. Intelligence Without a Brain - Perspectives from the Aneural Slime Mold as a Computing Model for Artificial Intelligence.- 17. Integrated Photonics for Neuromorphic Computing.- 18. Time-multiplexed Reservoir Computing with Semiconductor Laser Systems.


- 19. Neuromorphic Spintronics.- 20. Machine Learning with Quantum Computers.- Part IV: Philosophical Aspects.- 21. Normativity and the Intelligent Matter Framework.- 22.


What Is It Like To Be a Nail? - The Intentions of Matter.- 23. Rethinking Computational Implementation Through Symphoria.- 24. Ethical Aspects of Artificial Intelligence in Nanoscience.


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