Lectures
Week 1: Introduction: ML and the Physical World
2023-10-05
Week 1: Quantification of Beliefs
2023-10-10
Week 2: Gaussian processes
2023-10-12
Week 2: Simulation
2023-10-17
Week 3: Emulation
2023-10-24
Week 3: Sequential Decision Making Under Uncertainty: Bayesian Optimisation
2023-10-26
Week 4: Probabilistic Numerics
2023-10-31
Week 4: Emukit and Experimental Design
2023-11-02
Week 5: Sensitivity Analysis
2023-11-07
Week 5: Multifidelity Modelling
2023-11-09
Week 6: Projects
2023-11-16