September 07, 2026 article Machine learning for lignocellulosic pretreatment and lignin valorization: a biomass-centered framework from process conditions to molecular design Biotechnology Advances DOI: 10.1016/j.biotechadv.2026.109038 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access A Guide to Bayesian Optimization in Bioprocess Engineering 2026 Biotechnology and Bioengineering article Decision Sciences Optimal Experimental Design Methods Open access 14 citations Molecular machine learning in chemical process design 2026 Current Opinion in Chemical Engineering review Materials Science Machine Learning in Materials Science Open access 5 citations Water-Based Pretreatment Combined with Severity-Optimized Organosolv Enables Near-Complete Enzymatic Hydrolysis of Wheat Straw at Reduced Energy Demand 2026 Sustainable Chemistry article Engineering Biofuel production and bioconversion Open access 2 citations 3 results