State space models for categorization of replay content from multiunit spiking activity. Deng et al. 2016

3D object-based model of braided river deposits (marked point process), an open-source software package (R language)

Multiunit goodness of fit testing using the time rescaling theorem.

Research website

Functional modeling of recurrent events on time-to-event processes.

Analyzes 140 years of Central Park percipitation using methods like SARIMAX, Marked Point Processes, and LSTM networks. gaussian processes Includes frequency analysis, predictive modeling, and uncertainty quantification to explore precipitation trends and improve forecasting accuracy.