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Bayesian Optimization and Machine Learning for Accelerating Experiments in the Physical Sciences
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Peter Frazier: "Accelerating Scientific Discovery through Interpretable Machine Learning and Int..."
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"Bayesian Optimization for Machine Learning and Science" (CRCS Lunch Seminar)
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ML & Physical World 2022 Lecture 6: Bayesian Optimisation
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May 22 What is Bayesian optimization and can we use it for history-matching?
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Yuxin Chen: "Bayesian Experimental Design in the Physical Sciences"
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Quan Long: Efficient Bayesian Optimal Experimental Design for Physical Models
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Gaussian Processes and Bayesian Optimization from Physicists' Perspective
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