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Surrogate-based Simulation Optimization
Surrogate Modeling and Active Learning for Optimization | Fireside Chat with Dr. Bobby Gramacy
339 - Surrogate Optimization explained using simple python code
Bayesian Optimization | NotebookLM
Surrogate modeling and Bayesian optimization (Part 2)
Louis Tiao | “Bayesian Optimization by Classification
Martin Wistuba | Few-Shot Bayesian Optimization with Deep Kernel Surrogates
Gaussian Process Based Surrogate Models
Carl Henrik Ek - Modulating surrogates for bayesian optimization
Session 7B: Incorporating LLMs into the Bayesian Optimization Process for Airfoil Design
Leveraging Hidden-Space Representations in Bayesian Optimization I LeMaterial Reading Group
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Last Updated: August 15, 2026
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