A systematic review on machine learning-aided design of engineered biochar for soil and water contaminant removal

The design and application of engineered biochar is crucial for removing contaminants from soil and water,yet its development and commercialization still depend on time- and labor-intensive experimental methods. Machine learning (ML) offers a faster alternative, but despite its growing use in biocha...

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Bibliographic Details
Main Authors: Yunpeng Ge, Kaiyang Ying, Guo Yu, Muhammad Ubaid Ali, Abubakr M. Idris, Asfandyar Shahab, Habib Ullah
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Soil Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fsoil.2025.1623083/full
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