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MESSAI · Microbial Electrochemical Systems AI · © 2026

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

Parameters
CatalogCorrelationsGlobal AnalysisParameter SweepMethodology
run 90f63584model butler-volmerran 0.0s
SWEEP external_resistance from 10 to 10000 across 20 log steps at fixed T = 30°C, pH = 7, HRT = 12 h, area = 50 cm², culture = mixed_anaerobic
Viewsweepbacktest (all papers)
anti-HARKing rail
WARNV5Coulombic mass-balance is open on 16/20 sweep points (>5% closure error). Check substrate consumption + Q_measured.
WARNV6Mean CE × OLR = 68.5 exceeds 25, the limit this check uses. Mass transport limits CE at high loading; prediction may be optimistic.
Platform
Microbial electrochemical systems · living biofilm catalyst
System type
Sweep parameter
Fixed conditions
Objective
Source mix
EMP 0CAL 0SIM 20EXT 0
Peak power density
268mW/m²✓ CE check
at x = 127
Coulombic efficiency
34.2%
mixed-culture realistic range 20-55%
Internal resistance
3100Ω·cm²
area-normalized
Empirical coverage
0.97@ 95%
n=448 · ECE 0.03
SHOW
-291-166-428220633010100100010000Power density (areal) (mW/m²)external_resistance (Ω)x=10 · Power density (areal)=-249.2 mW/m² · SIMULATEDx=14.4 · Power density (areal)=-155.1 mW/m² · SIMULATEDx=20.7 · Power density (areal)=-50.4 mW/m² · SIMULATEDx=29.8 · Power density (areal)=55.6 mW/m² · SIMULATEDx=42.8 · Power density (areal)=150.4 mW/m² · SIMULATEDx=61.6 · Power density (areal)=221.4 mW/m² · SIMULATEDx=88.6 · Power density (areal)=260.7 mW/m² · SIMULATEDx=127 · Power density (areal)=268.3 mW/m² · SIMULATEDx=183 · Power density (areal)=250.8 mW/m² · SIMULATEDx=264 · Power density (areal)=218.3 mW/m² · SIMULATEDx=379 · Power density (areal)=180 mW/m² · SIMULATEDx=546 · Power density (areal)=142.6 mW/m² · SIMULATEDx=785 · Power density (areal)=109.7 mW/m² · SIMULATEDx=1130 · Power density (areal)=82.6 mW/m² · SIMULATEDx=1620 · Power density (areal)=61.2 mW/m² · SIMULATEDx=2340 · Power density (areal)=44.9 mW/m² · SIMULATEDx=3360 · Power density (areal)=32.6 mW/m² · SIMULATEDx=4830 · Power density (areal)=23.6 mW/m² · SIMULATEDx=6950 · Power density (areal)=17 mW/m² · SIMULATEDx=10000 · Power density (areal)=12.2 mW/m² · SIMULATED◆ optimum268.3 mW/m² @ 127