I'm interested in fundamental machine learning algorithms and their application to physical systems and sequence modelling. My research explores:

• Meta-learning for domain generalisation;
• Test-time training and parameter efficient fine-tuning;
• Generative models for sequential data;
• Physics-informed machine learning;
• Differentiable programming and optimal control.

For more information, please visit https://ddrous.github.io !