Research archive

Computing the
unseen.

Before moving into data science, I studied complex astrophysical systems through numerical simulation—from instabilities in relativistic plasmas to cosmic-ray feedback in galaxies.

Selected projects

Simulations, theory, and discovery.

01
Simulation of a magnetized, fragmenting disk

Magnetohydrodynamics · Disk physics

Disk fragmentation with MRI

Investigating whether magnetic fields generated by the magnetorotational instability can promote gravitational collapse in rotating disks—and how that effect competes with magnetic elevation.

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02
Simulation of a cosmic-ray-modified turbulent mixing layer

Cosmic rays · Turbulence

Cosmic-ray modified radiative turbulent mixing layers

Examining how cosmic-ray pressure changes the temperature, density, structure, and integrated luminosity of mixing layers between cold clouds and hot circumgalactic gas.

Research project
03
Cosmic-ray-driven wind simulation

Cosmic rays · Galactic halos

Stability of galactic halos with cosmic-ray heating

Mapping the winds that cosmic-ray heating can drive in stratified, thermally unstable environments and identifying the physical timescale ratios that organize their behavior.

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04
Cosmic-ray pressure staircase from a simulation

Instabilities · Nonlinear dynamics

Cosmic-ray driven acoustic instability

Following an acoustic instability from linear growth into a nonlinear regime marked by shocks and a staircase-like cosmic-ray pressure structure.

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05
Structure of a cosmic-ray-modified shock

Shock physics · Numerical methods

Cosmic-ray modified fluid shocks

Characterizing the extended precursor and postcursor structure of shocks shaped by cosmic rays, while validating a numerical cosmic-ray magnetohydrodynamics solver.

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