Machine Learning Plasmas and the Neuromorphic Plasma Chemistry [Hardcover]

This book presents a groundbreaking aspect of fundamental plasma chemistry that integrates modern machine learning and neuromorphic systems. This is the first book to introduce such a unique theory.

Plasma chemistry, a foundational science driving advancements in the engineering of
biomedicine, space propulsion, and semiconductor manufacturing, is currently increasingly
relying on AI to diagnose and control chemical compositions and reaction rates in plasmas.
This book presents a groundbreaking aspect of fundamental plasma chemistry that integrates
modern ML and neuromorphic systems and is the first book to introduce such a unique theory.
It explores these topics in depth and introduces the revolutionary concept of chemical systems
that can function as molecule-based programmable intelligent materials, proposing a new
form of AI that operates without digital computers but by using chemical pathway networks.

1.  Modern Plasma Engineering and Applications.  2. Plasma Diagnostics and Controls Using Machine Learning.  3. Collisions in Plasmas.  4. The Intelligent Plasma.  Appendices.

Li Lin is a research scientist at the School of Engineering and Applied Science,
George Washington University, USA. He specializes in low-temperature plasma
physics, and his research focuses on chemical pathways and adaptive plasma
control applied to biomedical and environmental sciences. His work also
bridges machine learning, neuromorphic concepts, numerical simulations, and
plasma diagnostics. Dr Lin is an honorary member of the National Academy
of Inventors (NAI) and serves on the editorial boards of various reputed journals, including
Scientific Reports and Frontiers in Physics. He has also been awarded flÓ*