Bayesian Optimization for Adaptive Experimental Design: A Review

• A Guide to Bayesian Optimization in Bioprocess Engineering

  2026 Biotechnology and Bioengineering article Decision Sciences Optimal Experimental Design Methods Open access

  14

  citations
• Bayesian experimental design in production engineering: a comprehensive performance and robustness study

  2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access

  0

  citations
• A Collaborative Bayesian Optimization Dashboard for Manufacturing Process Optimization

  2026 Procedia CIRP article Decision Sciences Optimal Experimental Design Methods Open access

  1

  citations
• Bayesian optimisation rivals expert-led Design of Experiments in high-dimensional cultivation medium optimisation

  2026 SSRN Electronic Journal preprint Decision Sciences Optimal Experimental Design Methods Open access

  0

  citations
• Bayesian experimental design for optimizing medium composition and biomass formation of tobacco BY-2 cell suspension cultures in stirred-tank bioreactors

  2025 Frontiers in Bioengineering and Biotechnology article Biochemistry, Genetics and Molecular Biology Plant tissue culture and regeneration Open access

  6

  citations
• GA-Attention-Fuzzy-Stock-Net: An optimized neuro-fuzzy system for stock market price prediction with genetic algorithm and attention mechanism

  2025 Heliyon article Decision Sciences Stock Market Forecasting Methods Open access

  31

  citations
• Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches

  2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  1

  citations
• Avoiding Replicates in Biocatalysis Experiments: Machine Learning for Enzyme Cascade Optimization

  2024 ChemCatChem article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization Open access

  9

  citations
• Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses

  2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access

  12

  citations
• Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation

  2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

  4

  citations
• Calibration design for pharmaceutical bioprocesses: A novel approach for knowledge transfer in Design of Experiments

  2024 preprint Decision Sciences Optimal Experimental Design Methods Open access

  0

  citations
• Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations

  2023 IEEE Vehicular Technology Conference conference-paper Decision Sciences Simulation Techniques and Applications

  0

  citations

12 results