├── .gitattributes ├── .gitignore ├── Monte Carlo Simulation ├── MCS_for_medium_homo_CTMC_reliability_analysis.ipynb ├── MCS_for_small_homo_CTMC_reliability_analysis.ipynb ├── MCS_for_small_non_homo_CTMC_reliability_analysis.ipynb ├── MCS_homo_80000.csv ├── MCS_homo_example2.4.csv └── MCS_non_homo_300.csv ├── README.md ├── Solver ├── Example_1_60000_solver.csv ├── Example_1_80000_solver.csv ├── Example_1_RungeKutta_60000.m ├── Example_1_RungeKutta_80000.m ├── Example_2_RungeKutta.m ├── Example_2_solver.csv ├── Example_3_RungeKutta.m └── Example_3_solver.csv ├── medium_homogeneous_CTMC ├── Analytical_solution_for_medium_homo_CTMC_reliability_analysis.ipynb ├── MCS_homo_example2.4.csv ├── PINN_for_medium_homo_CTMC_reliability_analysis.ipynb ├── analytical_solution_by_eigenvector_method.csv ├── analytical_solution_by_laplace_method.csv ├── comparison_medium_homo.pdf ├── histogram_medium_homo.pdf ├── homo_example2.4.csv └── performance_comparison_medium_homo.pdf ├── requirements.txt ├── 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