Research Software
Featured Package
FT_Observer.jl
Observer synthesis and peak reduction for the SIR model with output feedback under budget-constrained interventions. This package provides robust numerical tools for epidemiological optimal control, accompanying recent research on constrained interventions.
Julia Packages
SIRcontrol.jl
A Julia package for solving optimal control problems with SIR epidemiological models, supporting both constant and time-varying transmission rates.
Constant Transmission Rate
Piecewise Constant Rate
LossControl.jl
A comprehensive package for solving optimal control problems with loss control regions, featuring multiple classical control examples.
Zermelo Navigation
Harmonic Oscillator
RegHybridOCP.jl
Novel regularization scheme for optimal control problems with hybrid dynamics featuring state-dependent discontinuities.
Example 1
Example 2
Python Implementations
SRoptimization.py
Investigation of reduced-precision optimization algorithms using stochastic rounding techniques for improved computational efficiency.
Convergence Analysis
Precision Comparison
SRode.py
Investigation of reduced-precision methods for solving ordinary differential equations using the midpoint method with stochastic rounding techniques for improved computational efficiency.
S (Susceptible)
I (Infected)
R (Recovered)
Get in Touch
All code is available on my GitHub profile. For questions about implementation details, reproducibility, or collaboration opportunities, feel free to contact me.