Machine- Learning the Landscape (Lecture 1) by Yang-Hui He скачать в хорошем качестве

Machine- Learning the Landscape (Lecture 1) by Yang-Hui He

PROGRAM KAVLI ASIAN WINTER SCHOOL (KAWS) ON STRINGS, PARTICLES AND COSMOLOGY (ONLINE) ORGANIZERS Francesco Benini (SISSA, Italy), Bartek Czech (Tsinghua University, China), Dongmin Gang (Seoul National University, South Korea), Sungjay Lee (Korea Institute for Advanced Study, South Korea), Cheng Peng (KITS-UCAS, China), Pavel Putrov (International Centre for Theoretical Physics, Italy), Loganayagam R (ICTS-TIFR, India), Aninda Sinha (IISc, India (Chair)), Tadashi Takayanagi (YITP, Kyoto University, Japan) and Masahito Yamazaki (Kavli IPMU, The University of Tokyo, Japan) DATE : 10 January 2022 to 23 January 2022 VENUE: Online The Kavli Asian Winter School (KAWS) on Strings, Particles and Cosmology is a pan-Asian collaborative effort of high energy theorists from China, India, Japan and Korea to give young researchers in Asia an opportunity to come together and learn about the latest developments in high energy theory, from leading experts on the subject. The Kavli Asian Winter School (KAWS 2022) will focus on the following topics (lecturers in parentheses) 1. Black hole information paradox (Juan Maldacena (Institute for Advanced Study, USA)) 2. Conformal and S-matrix Bootstrap (Simon Caron-huot (McGill University, Canada)) 3. QFT/CFT in condensed matter physics (Dam Thanh Son (University of Chicago, USA)) 4. The Gravitational S-Matrix (Shiraz Minwalla (Tata Institute of Fundamental Research, India)) 5. Machine Learning (Yang-Hui He (LIMS, Royal Institution, UK)) 6. Holography, CFT, entanglement (Tom Hartman (Cornell University, USA)) 7. Tensionless AdS/CFT (Matthias Gaberdiel (ETH Zurich, Switzerland)) 8. Dark matter, search for new physics (Surjeet Rajendran (Johns Hopkins University, USA)) This school is aimed towards advanced graduate students, postdoctoral fellows and active researchers in the field. This is the 16th in a series of Asian Winter Schools that have been organized on a rotating basis between China, Japan, Korea and India. We welcome students from all of these participating countries as well as students from outside. The previous Asian Winter Schools in this series have provided young researchers with opportunity for discussions with leading experts in different areas and also for initiating collaboration with other young researchers belonging to different countries participating in the activity. We hope the 2022 School will continue this tradition. Steering Committee Bin Chen (Peking University) Atish Dabholkar (International Centre for Theoretical Physics) Rajesh Gopakumar (International Centre for Theoretical Sciences) Koji Hashimoto (Osaka University) Yoshihisa Kitazawa (KEK) Bum-Hoon Lee (Sogang University) Kimyeong Lee (Korea Institute for Advanced Study) Miao Li (Institute of Theoretical Physics, Chinese Academy of Sciences & Sun Yat-Sen University) JianXin Lu (University of Science and Technology of China) Soonkeon Nam (Kyung Hee University) Hirosi Ooguri (Caltech & Kavli IPMU) Ashoke Sen (International Centre for Theoretical Sciences) Sang-Jin Sin (Hanyang University) George Thompson (International Centre for Theoretical Physics) Spenta R. Wadia (International Centre for Theoretical Sciences) Advisory Board David Gross (Kavli Institute for Theoretical Physics) Andrew Strominger (Harvard University) Hirotaka Sugawara (Okinawa Institute of Science and Technology) Shing-Tung Yau (Harvard University) Eligibility Criteria: We seek applications from advanced graduate students, postdoctoral fellows and active researchers in the field. CONTACT US: [email protected] PROGRAM LINK: https://www.icts.res.in/program/kaws2022 Table of Contents (powered by https://videoken.com) 0:00:00 Start 0:00:16 Machine- Learning the Landscape (Lecture 1) 0:03:08 PLAN 0:06:11 Further Reading 0:06:41 A Classic Problem in Mathematics 0:12:55 Classical Results for Riemann Surface 0:20:58 Some Rudiments & Nomenclature 0:22:23 Cohomology 0:26:16 Calabi-Yau 0:31:12 String Phenomenology 0:33:13 Heterotic Compactification 0:37:42 Mille Viae ducunt hominies Romam 0:39:49 Covariant Constant Spinor 0:43:05 Summary 0:43:49 Special Holonomy 0:46:25 Some Topological Properties I 0:51:21 Some Topological Properties II 0:55:46 Explicit Examples of Calabi-Yau Manifolds 1:02:20 As Projective Varieties 1:03:44 Mille Viae ducunt hominies Romam 1:11:43 Cyclic Manifolds 1:25:32 Triadophilia: A 40-year search 1:29:03 Complete Intersection Calabi-Yau (CICY) 3-folds 1:30:30 Part I 1:33:26 Q&A