Model-based DoE and Bayesian optimization for pharmaceutical formulation: GP-guided Q45 optimization with EI/LogEI, plus qNEHVI multi-objective trade-offs (Q45, hardness, friability).
gaussian-processes bayesian-optimization active-learning design-of-experiments rsm dissolution streamlit surrogate-modeling formulation-optimization
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Updated
May 7, 2026 - Jupyter Notebook