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This is a geochemical reactive-transport model (Python) that fits glyphosate oxidation rate constants and AMPA/glycine-pathway selectivity from microfluidic-reactor breakthrough curves, with hydraulics fixed from a Br tracer. Closed-form and fully-coupled ODE engines. Companion code for Azimzadeh & Martínez, Environ. Sci. Technol. 2025.