BulkBoundaryBounds

Analysis code for

Hasegawa, Y. Unifying speed limit, thermodynamic uncertainty relation and Heisenberg principle via bulk-boundary correspondence. Nature Communications 14, 2828 (2023). https://doi.org/10.1038/s41467-023-38074-8

Author:

• Yoshihiko Hasegawa: hasegawa@biom.t.u-tokyo.ac.jp

Department of Information and Communication Engineering, Graduate School of Information Science and Technology, The University of Tokyo

Code

• SpeedLimitClassical.ipynb
  • Calculation for classical speed limit
• SpeedLimitQuantum.ipynb
  • Calculation for quantum speed limit
• batch_ClassicalTUR.py
  • Run simulation for classical TUR.
  • To execute, type python batch_ClassicalTUR.py
  • To record output, type python batch_ClassicalTUR.py > output.txt
• batch_QuantumTUR.py
  • Run simulation for quantum TUR.
  • To execute, type python batch_QuantumTUR.py
  • To record output, type python batch_QuantumTUR.py > output.txt

Dependence

• Python
  • numpy
  • scipy
  • sympy
  • ujson
  • networkx
  • matplotlib
  • pandas
• Julia
  • StatsBase
  • PyCall