Interactive two-part suite pairing a Medium Calculator with a Time-Course Simulator that share live, auto-synced state. The Medium Calculator back-calculates fermentable sugar demand, moisture-corrected feedstock mass, enzyme loadings, and a 24-row nutrient salt list from user targets (ethanol volume, titer, and one of nine feedstocks from purified sugars to molasses), with a mass-balance closure check. The Simulator integrates the resulting fermentation forward in time via RK4, coupling Monod substrate kinetics, Hill-type ethanol inhibition, Gaussian temperature/pH factors, Pirt maintenance, stress-driven glycerol overflow, ethanol- and thermally-amplified cell death, and Michaelis–Menten starch hydrolysis with Q10 enzyme inactivation...
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