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Coding rules/コーディング規約

• C++ Coding Rule / C++コーディング規約
• LaTeXコーディング規約
• Git利用ルール
• 英語の書き方

Tutorials/チュートリアル

• UNIX全般
  • The Missing Semester of Your CS Education (English / 日本語 / 中文 / ...)
    • shell, vim, data wrangling, command-line environment, git, debugging and profiling, metaprogramming, security and cryptography, etc
  • UNIX入門
• MPI (Message Passing Interface)
  • https://mpitutorial.com/tutorials/ (English / 中文)
• OpenMP
  • Tim Mattson’s (Intel) "Introduction to OpenMP" (2013) (YouTube / Slides:PDF / Exercise files:Mattson_OMP_exercises.zip)
• Git
  • https://github.com/cmsi/vcs-tutorial/releases/tag/20150907
  • https://kaityo256.github.io/github/
  • https://progit-ja.github.io/

Markov Chain Monte Carlo

• まずは手を動かしてみる
  • A. Sandvik: "Computational Studies of Quantum Spin Systems" https://aip.scitation.org/doi/abs/10.1063/1.3518900
    • Sec.3: Classical Phase Transitions, Monte Carlo Simulations, and Finite-size Scaling
      • 3.1: Mean-field theory of the Ising model
      • 3.2: Monte Carlo simulations of the Ising model
      • 3.3: Finite-size scaling and critical exponents
• MCMCの理論をもう少しきっちり学ぶ
  • D. A. Levin, Y. Peres, E. L. Wilmer: "Markov Chains and Mixing Time" https://pages.uoregon.edu/dlevin/MARKOV/
    • Chap. 1-3: basics of MCMC
    • Chap. 4-7: Markov chain mixing
• 網羅的な教科書
  • D. Landau and K. Binder: "A Guide to Monte Carlo Simulations in Statistical Physics" https://booklog.jp/item/1/1107074029
  • J. Gubernatis, N. Kawashima, P. Werner: "Quantum Monte Carlo Methods: Algorithms for Lattice Models" https://booklog.jp/item/1/1107006422

Tensor Network

• 西野友年, "テンソルネットワークの基礎と応用　統計物理・量子情報・機械学習" (サイエンス社, 2021) https://www.kobe-u.ac.jp/info/public-relations/book/2021/06_28.html
• R. Orús, A practical introduction to tensor networks: Matrix product states and projected entangled pair states, Ann. Phys. (Amsterdam) 349, 117 (2014).