Sargent Centre Summer School on Bayesian Optimisation and PSE Research Day 2024Info Location Attendee Categories Contact Event Information![]()
DescriptionThe Sargent Centre for Process Systems Engineering at Imperial college London is hosting its third edition summer school, on the topic of Data-driven optimization: Bayesian optimization. The school will consist of preliminary tutorials on Gaussian processes and Bayesian optimization, attendees will gain a foundation in the underlying principles, and learn probabilistic modeling and sequential decision-making. With hands-on exercises, students will develop their understanding of how Gaussian processes serve as powerful tools for modeling uncertainty and guiding decision-making processes. As the program develops, participants will explore Bayesian optimization from different experts, going into diverse applications across high-dimensional spaces, molecular discovery, real-time optimization, and safety-critical systems in science and engineering. From navigating the complexities of multi-fidelity Bayesian optimization to harnessing the potential of batch Bayesian optimization for high-throughput experimentation, students will discover how Bayesian techniques can be used both in industry and academia. For more information please visit https://www.imperial.ac.uk/process-systems-engineering/courses-and-seminars/summer-school/
Event Location![]()
Attendee CategoriesPSE research day only (Friday 6 September)
Additional ItemsContactIf you have any queries about this event please contact [email protected] |