Urban building energy modelling, urban scale simulations, healthy buildings, AI/machine learning for cities, and technology policy

Data-driven control systems, machine learning in closed-loop systems, and safe intelligent robotics.

Electrocatalysis, sustainable hydrogen production, carbon-free energy conversion, catalytic materials design, reaction mechanism analysis, electrochemical resource recovery, clean energy technologies. 

Data Science, High-dim Stats, Optimal Transport, Probability, Quantitative Finance

Functional textiles, wearable technology, digital fabrication, distributed systems, and immersive environments.

Electrochemical engineering, electrolytes, energy storage, and sustainability.

Algebra and Number Theory

Causality, Selective Inference, Statistical Genomics/Genetics

Legume-rhizobhial symbiosis, plant genetics, cell biology, transcriptomics

Deep generative models, efficient inference methods, and improving modeling performance from both theoretical and empirical perspectives.