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cs.LG2026
Accelerating the Development of PLGA In Situ Forming Depots Through AI-Driven Multi-Objective Optimization
Pauric Bannigan, Siddarth Chandrasekaran, Brigitte A. G. Lamers +6
Developing long-acting injectable formulations requires the simultaneous optimization of drug loading, release kinetics, viscosity, injectability, stability and other objectives. T…
cs.LG2024★ 6 cited
Ranking over Regression for Bayesian Optimization and Molecule Selection
Gary Tom, Stanley Lo, Samantha Corapi +2
Bayesian optimization (BO) has become an indispensable tool for autonomous decision-making across diverse applications from autonomous vehicle control to accelerated drug and mater…