دانلود کتاب هوش مصنوعی برای فیزیک – یادگیری ماشینی جهان از مقیاس هسته‌ای تا کیهانی

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.