Research
His research is centred on the novel developments of two key aspects: (I) equipping DL models with uncertainty awareness, allowing for robustness; (II) incorporating DL with prior (physical) domain knowledge, allowing for fusion of knowledge, with applications in engineering risk management and optimisation under uncertainty. He had recently won the first prize in the prestigious NASA DNV UQ (uncertainty quantification) challenge 2025.