Robust biochar yield and composition prediction via uncertainty-aware ResNet-based autoencoder

Abstract With growing demand for energy and fossil fuels, biomass and biochar are gaining attention due to their abundance and sustainability. However, there is a crucial need for optimizing production conditions and minimizing environmental risks associated with biochar production. Machine learning...

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Bibliographic Details
Main Authors: Yali Zhang, Bowen Lei, Amirhossein Mahdaviarab, Xiao Wang, Zong Liu
Format: Article
Language:English
Published: Springer 2025-03-01
Series:Biochar
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Online Access:https://doi.org/10.1007/s42773-025-00446-2
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