This book offers a comprehensive exploration of recent trends in lignocellulosic biofuels, focusing on advancements and sustainability assessments. Edited by leading experts, it provides an in-depth analysis of biofuel production from lignocellulosic biomass, highlighting the latest technological innovations and their environmental impacts. The chapters cover a range of critical topics, including the life cycle assessment of biofuels, the socio-economic implications of bioenergy, and the integration of artificial intelligence in biofuel production. The chapters delve into the environmental, energetic, and economic perspectives of biofuels as sustainable alternatives to fossil fuels. Readers will gain insights into the challenges and solutions for biofuel production, including the role of machine learning and global policy frameworks. This volume is essential for researchers, professionals, and students in the biofuels sector. It offers valuable perspectives on the future of bioenergy, making it a must-read for anyone interested in sustainable energy solutions. Whether you're a policymaker, academic, or industry professional, this book provides the knowledge and tools needed to navigate the evolving landscape of biofuels and bioenergy.