Welcome!

I am an Assistant Professor at Nanyang Technological University (NTU) in Singapore and a Principal Investigator at the Earth Observatory of Singapore (EOS), where I lead the Computational Geophysics Lab (CGL). My work focuses on high-performance computing, applied mathematics, and data-driven modeling of complex systems. I develop computational methods to understand how large, interacting systems evolve under uncertainty, combining physics-based models with modern statistical and machine-learning techniques.

My research focuses on large-scale numerical simulation, stochastic processes, forward/inverse problems, and uncertainty quantification, with an emphasis on building scalable, reproducible computational pipelines. I work extensively with HPC architectures, parallel algorithms, and data assimilation frameworks to connect simulations with real-world observations and to explore scenario-based forecasting and risk assessment.