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MESSAI · Microbial Electrochemical Systems AI · © 2026

Every number on this site traces to a source file — /proof

Parameter Sweep

CatalogCorrelationsGlobal AnalysisParameter SweepMethodology
run 60d12354model butler-volmerran 0.0s
SWEEP external_resistance from 50 to 5000 across 12 log steps at fixed T = 23°C, pH = 7, HRT = 24 h, area = 7 cm², culture = wastewater_inoculum
Viewpaper: liu-logan-2004backtest (all papers)
anti-HARKing rail
WARNV5Coulombic mass-balance is open on 11/12 sweep points (>5% closure error). Check substrate consumption + Q_measured.
Platform
Microbial electrochemical systems · living biofilm catalyst
System type
Sweep parameter
Fixed conditions
Objective
Source mix
EMP 0CAL 0SIM 12EXT 0
Peak power density
142mW/m²✓ CE check
at x = 937
Coulombic efficiency
12.7%
mixed-culture realistic range 20-55%
Internal resistance
3500Ω·cm²
area-normalized
Empirical coverage
0.97@ 95%
n=448 · ECE 0.03
SHOW
-378-262-147-31842001001000Power density (areal) (mW/m²)external_resistance (Ω)x=50 · Power density (areal)=-339.2 mW/m² · SIMULATEDx=76 · Power density (areal)=-276.5 mW/m² · SIMULATEDx=116 · Power density (areal)=-198.3 mW/m² · SIMULATEDx=176 · Power density (areal)=-108.6 mW/m² · SIMULATEDx=267 · Power density (areal)=-17.4 mW/m² · SIMULATEDx=406 · Power density (areal)=61.9 mW/m² · SIMULATEDx=616 · Power density (areal)=116.8 mW/m² · SIMULATEDx=937 · Power density (areal)=142.2 mW/m² · SIMULATEDx=1420 · Power density (areal)=142.1 mW/m² · SIMULATEDx=2160 · Power density (areal)=125.6 mW/m² · SIMULATEDx=3290 · Power density (areal)=102.3 mW/m² · SIMULATEDx=5000 · Power density (areal)=78.7 mW/m² · SIMULATED◆ optimum142.2 mW/m² @ 937