AI for Physics Machine Learning the World from Nuclear to Cosmic Scales Volker Knecht
Ai for physics: machine learning the world from nuclear to cosmic scales. Volker knecht.
Ai for physics: machine learning the world from nuclear to cosmic scales.
Volker knecht.
Written in accessible language without mathematical formulas, this short book provides an overview of the wide and varied applications of artificial intelligence (ai) across the spectrum of physical sciences.
Focusing in particular on ai’s ability to extract patterns from data, known as machine learning (ml), the book includes a chapter on important machine learning algorithms and their respective applications in physics.
It then explores the use of ml across a number of important sub-fields in more detail, ranging from particle, molecular, and condensed matter physics to astrophysics, cosmology, and a candidate for a theory of everything.
The book covers such applications as the search for new particles and the detection of gravitational waves from the merging of black holes and concludes by discussing what the future may hold.
Publisher:crc press.
Isbn 10:1032151692.
Isbn 13:9781032151694.
Series:ai for everything.