PhD: Temporal Causal AI for Smart Buildings

Université Catholique de Louvain (UCL) invites applications for an applied PhD position focusing on temporal causal-inference methods for multivariate time series from building sensor networks. The project emphasizes modelling causal and dynamical relationships in noisy data and incorporating partial structural knowledge with domain expertise to differentiate sensor faults from legitimate changes.

Research will involve methodological development, implementation, and validation on real-world