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Why Do Simple Models Work? Partial Answers from Information Geometry - Lecture 1
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- 1 US-India Advanced Studies Institute: Classical and Quantum Information
- 2 Why do simple models work? Partial answers from information geometry Lecture 1
- 3 Overview Slides ICTS Winter School: Classical and Quantum Information
- 4 Overview
- 5 Why do models work?
- 6 Why is physics comprehensible?
- 7 Outline for today
- 8 Graph
- 9 Calculate the metric again for nonlinear squares
- 10 Coordinate transform
- 11 Graphs
- 12 Reasonable microscopic model
- 13 Eigen vector corresponds to Eigen value
- 14 Two-dimensional Ising Model
- 15 Coordinate system
- 16 Diffusion equation
- 17 Partition function
- 18 Exercise
- 19 The Ising model after coarsening
- 20 Q&A
