A finite-volume method for fluctuating dynamical density functional theory. - Antonio Russo; Sergio P. Perez; Miguel A. Durán-Olivencia; Peter Yatsyshin; José A. Carrillo 001; Serafim Kalliadasis (J. Comput. Phys., 2021)

Forecasting with an N-dimensional Langevin Equation and a Neural-Ordinary Differential Equation. - Antonio Malpica-Morales; Miguel A. Durán-Olivencia; Serafim Kalliadasis (CoRR, 2024)

Machine Learning Memory Kernels as Closure for Non-Markovian Stochastic Processes. - Antonio Russo; Miguel A. Durán-Olivencia; Ioannis G. Kevrekidis; Serafim Kalliadasis (IEEE Trans. Neural Networks Learn. Syst., 2024)