Markov Chain Stochastic Parametrizations of Essential Variables. - Kawin Nimsaila; Ilya Timofeyev (Multiscale Model. Simul., 2010)

Spatiotemporal Smoothing as a Basis for Facial Tissue Tracking in Thermal Imaging. - Yan Zhou; Panagiotis Tsiamyrtzis; Peggy Lindner; Ilya Timofeyev; Ioannis T. Pavlidis (IEEE Trans. Biomed. Eng., 2013)

Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning. - Xiaoqian Chen; Balasubramanya T. Nadiga; Ilya Timofeyev (CoRR, 2021)

Modeling Information Flow with a Multi-Stage Queuing Mode. - Richard C. Barnard; Mohammad Daneshvar; Cory D. Hauck; Ilya Timofeyev (CoRR, 2023)

Application of machine learning and convex limiting to subgrid flux modeling in the shallow-water equations. - Ilya Timofeyev; Alexey Schwarzmann; Dmitri Kuzmin (Math. Comput. Simul., 2025)

Parametric Reduced Order Models for the Generalized Kuramoto-Sivashinsky Equations. - Md Rezwan Bin Mizan; Maxim A. Olshanskii; Ilya Timofeyev (CoRR, 2025)

Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems. - Anton Erofeev; Balasubramanya T. Nadiga; Ilya Timofeyev (CoRR, 2025)

Attractor learning for spatiotemporally chaotic dynamical systems using echo state networks with transfer learning. - Mohammad Shah Alam; William Ott; Ilya Timofeyev (CoRR, 2025)

A parametric tensor ROM for the shallow water dam break problem. - Md Rezwan Bin Mizan; Maxim A. Olshanskii; Ilya Timofeyev (CoRR, 2025)