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Sargent Centre Summer School on Bayesian Optimisation and PSE Research Day 2024

Sargent Centre Summer School on Bayesian Optimisation and PSE Research Day 2024

Sargent Centre Summer School on Bayesian Optimisation and PSE Research Day 2024

Sargent Centre Summer School on Bayesian Optimisation and PSE Research Day 2024

Description

The 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/

Attendee CategoryCost   
Attendee from academia£400.00[Read More]
Attendee from industry£550.00[Read More]
PSE research day only (Friday 6 September)£75.00[Read More]