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math.DS2025
Dynamical System Parameter Path Optimization using Persistent Homology
Max M. Chumley, Firas A. Khasawneh
Nonlinear dynamical systems are complex and typically only simple systems can be analytically studied. In applications, these systems are usually defined with a set of tunable para…
cs.LG2025
Hall Effect Thruster Forecasting using a Topological Approach for Data Assimilation
Max M. Chumley, Firas A. Khasawneh
Hall Effect Thrusters (HETs) are electric thrusters that eject heavy ionized gas particles from the spacecraft to generate thrust. Although traditionally they were used for station…