Forecasting Rogue Waves in Oceanic Waters. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi; Julian Simeonov (ICMLA, 2020)

Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Julian Simeonov; Mahdi Abdelguerfi (CoRR, 2020)

Forecasting Significant Wave Heights in Oceanic Waters. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi; Julian Simeonov (CoRR, 2021)

A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi; Julian Simeonov (CoRR, 2021)

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting. - Ted Edward Holmberg; Pujan Pokhrel; Maximilian Zoch; Elias Ioup; Ken Pathak; Steven Sloan; Kendall N. Niles; Jay J. Ratcliff; Maik Flanagin; Christian Guetl; Julian Simeonov; Mahdi Abdelguerfi (CoRR, 2025)