Lectures
Week 1: Introduction: ML and the Physical World
2022-10-06
Week 1: Quantification of Beliefs
2022-10-11
Week 2: Gaussian processes
2022-10-13
Week 2: Simulation
2022-10-18
Week 3: Emulation
2022-10-20
Week 3: Sequential Decision Making Under Uncertainty: Bayesian Optimisation
2022-10-25
Week 4: Probabilistic Numerics
2022-10-27
Week 4: Emukit and Experimental Design
2022-11-01
Week 5: Sensitivity Analysis
2022-11-03
Week 5: Multifidelity Modelling
2022-11-08
Week 6: Projects
2022-11-10