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The book provides a comprehensive overview of artificial intelligence (AI) applications in different stages of biomass conversion, from fundamental research to practical applications. It explores the role of AI in biomass conversion to create low-carbon materials, fuels, and chemicals. It addresses key research challenges like inadequate thermodynamic databases, unreliable models, and inefficient multi-objective optimization. It helps readers gain a comprehensive understanding of how AI can revolutionize biomass conversion, leading to more sustainable and efficient processes.