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June 13, 2026Bioresources and BioprocessingOpen Access

Recent advances in biomass deconstruction, microbial conversion, artificial intelligence, and carbon capture for sustainable bioenergy

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Authors

VKVishwajit KumarSMShikha MishraPJPratham Joshi

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Overview

Review analyzes microbial biofuel production in bioenergy systems, suggesting AI enhances process efficiency.

Key Points

  • This review aims to evaluate the processes and technologies involved in microbial biofuel production and their integration into sustainable bioenergy systems.
  • Critically analyzes biomass conversion technologies focused on microbial pathways, feedstock diversity, and pretreatment chemistry.
  • Evaluates the impact of enzymatic hydrolysis and microbial engineering strategies on conversion efficiency.
  • Assesses the role of artificial intelligence in optimizing biomass deconstruction and conversion processes.
  • Highlighting how pretreatment strategies affect biomass recalcitrance and microbial conversion yields.
  • Identifying advances in enzymatic hydrolysis that overcome limitations arising from substrate heterogeneity.
  • Demonstrating the potential of AI to predict optimal conditions for biofuel production through improved integration of multi-omics data.

Cite This Study

Kumar et al. (2026) studied this question.

synapsesocial.com/papers/6a2cf701faef96ed7f058a2ahttps://doi.org/10.1186/s40643-026-01081-w
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