000			02280 a2200277 4500
005			20250922171622.0
008			241211b |||||||| |||| 00| 0 eng d
020			_a9781032151694
041			_aeng
082			_a006.3 _bKneA
100			_aKnecht, Volker
245			_aAI for Physics / _cVolker Knecht
260			_aBoca Raton: _bCRC Press; _c©2023
300			_axviii, 129p.
440			_aAI for Everything
505			_aPart I: Opening 1. Gathering the Team Volker Knecht 2. Teamplay Volker Knecht 3. The Rules of the Game Volker Knecht and Kilian Hikaru Scheutwinkel Part II: Machine-Learning the World from Subatomic to Cosmic Scales 4. AI for Particle Physics Mario Campanelli and Volker Knecht 5. AI for Molecular Physics Mayank Agrawal and Volker Knecht 6. AI for Condensed Matter Physics Álvaro Díaz Fernández, Chao Fang, and Volker Knecht 7. AI for Cosmology Kilian Hikaru Scheutwinkel, Daniel Grün, Bernard Jones, Jimena González Lozano, and Volker Knecht Part III: Showdown 8. AI for Theory of Everything Yang-Hui He and Volker Knecht 9. Conclusion and Outlook Volker Knecht
520			_aWritten 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 the 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.
650			_aArtificial Intelligence
650			_aCognitive Artificial Intelligence
650			_aNeural Networks
650			_aRobotics
650			_aComputational Physics
650			_aEthical & Social Aspects of IT
650			_aPattern Recognition
942			_cBK
999			_c7176 _d7176