Machine Learning-Guided Inverse Analysis for Optimal Catalytic Pyrolysis Parameters in Hydrogen Production from Biomass Article

Persaud, Vishal V, Hamrani, Abderrachid, Uzzi, Medeba et al. (2026). Machine Learning-Guided Inverse Analysis for Optimal Catalytic Pyrolysis Parameters in Hydrogen Production from Biomass . 16(1), 10.3390/catal16010105

Open Access

cited authors

  • Persaud, Vishal V; Hamrani, Abderrachid; Uzzi, Medeba; Munroe, Norman DH

authors

publication date

  • January 21, 2026

keywords

  • BIO-OIL
  • Chemistry
  • Chemistry, Physical
  • GAS
  • Physical Sciences
  • STEAM
  • SYNGAS PRODUCTION
  • Science & Technology
  • catalytic pyrolysis
  • explainable AI
  • hydrogen
  • inverse analysis
  • machine learning

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 16

issue

  • 1