Author

Jianlong Wang

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Review Aug 2026

Harnessing machine learning to decode and optimize bioelectrochemical systems: Principles, progress and future directions.

Machine learning has exhibited significant potential in elevating BES design, manufacture, operation and application, however, constrained by data scarcity and heterogeneity, present models are with limited transferability across scales.

Ming-Yang Liu, Tianru Lou, Yanan Yin et al. · Biotechnology Advances · 0 citations