April 15, 2026 article Harnessing bioreactor heterogeneity: From gradient understanding to autonomous control via multiscale modeling and intelligent optimization Biotechnology Advances DOI: 10.1016/j.biotechadv.2026.108899 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 3 References 4 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 Machine learning in bioprocess development: from promise to practice 2022 Trends in biotechnology review Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 1 patent 166 citations Microfluidic Reproduction of Dynamic Bioreactor Environment Based on Computational Lifelines 2022 Frontiers in Chemical Engineering article Engineering Fluid Dynamics and Mixing Open access 20 citations Microfluidic single‐cell scale‐down bioreactors: A proof‐of‐concept for the growth of Corynebacterium glutamicum at oscillating pH values 2022 Biotechnology and Bioengineering article Engineering Fluid Dynamics and Mixing Open access 20 citations Quantifying data needs in surrogate modeling for flow fields in two-dimensional stirred tanks with physics-informed neural networks 2025 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks 6 citations 4 results