AI for Science
Leveraging artificial intelligence and machine learning to address complex scientific challenges across diverse domains, including civil engineering, chemistry, fluid dynamics, …
Selected Projects
I enjoy making things. Here are a selection of projects that I have worked on over the years.
Latent Causal Discovery in Reinforcement Learning and Large Language Models
Exploring identifiable latent causal structures to improve decision-making in reinforcement learning and interpretability in large language models.
Advances in Differentiable DAG Learning: Analytic Constraints and Truncated Power Iteration
This project integrates two recent advances in differentiable DAG learning: (1) analytic DAG constraints for improved computational stability and (2) Truncated Matrix Power …