Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling. - Yonggi Park; Kelum Gajamannage; Dilhani I. Jayathilake; Erik M. Bollt (CoRR, 2022)

Real-time forecasting of time series in financial markets using sequentially trained dual-LSTMs. - Kelum Gajamannage; Yonggi Park; Dilhani I. Jayathilake (Expert Syst. Appl., 2023)

Efficient and Robust Remote Sensing Image Denoising Using Randomized Approximation of Geodesics' Gramian on the Manifold Underlying the Patch Space. - Kelum Gajamannage; Dilhani I. Jayathilake; Maria V. Vasilyeva (CoRR, 2025)