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MESSAI · Microbial Electrochemical Systems AI · © 2026

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Lab · Predictions

Performance predictions

Research-derived performance forecasting with confidence scoring and multi-objective optimization

Illustrative simulation

This explorer runs a fast client-side simulation for illustrative estimates — not the trained model. For research-grade forecasts with calibrated uncertainty, use the parameter sweep or the 3D lab.

Power Prediction

Voltage, current and power density forecasting

Illustrative

Efficiency Analysis

Multi-objective optimization with confidence intervals

Illustrative

Confidence Scoring

Prediction reliability with uncertainty quantification

Illustrative

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Presets

Quick Start Presets

Live estimate
instant · updates as you edit
0.1mW/cm²
Power density
0.75V
Voltage
64%
Coulombic eff.
16%
Energy eff.
Deterministic local estimate. Click Generate AI Prediction for the full run with confidence intervals, power curve, and economics.
Configuration

System Configuration

Built-in catalog · live database unavailable
Microscope slide chip with magnetic electrodes and hydrogel membrane
Anode hosts the biofilm — porous, high-surface-area carbon (cloth, felt) and good biocompatibility perform best.
Cathode drives the reduction reaction — high conductivity or catalytic coatings (e.g. Pt/C) help most.
Optimal pH: 6.5-8
Operating

Operating Conditions