Ilya Timofeyev

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Parametrization of subgrid scales in long-term simulations of the shallow-water equations using machine learning and convex limiting. CoRR Md Amran Hossan Mojamder, Zhihang Xu, Min Wang, Ilya Timofeyev
2025	J	`jnl`	A parametric tensor ROM for the shallow water dam break problem. CoRR Md Rezwan Bin Mizan, Maxim A. Olshanskii, Ilya Timofeyev
2025	J	`jnl`	Application of machine learning and convex limiting to subgrid flux modeling in the shallow-water equations. Math. Comput. Simul. Ilya Timofeyev, Alexey Schwarzmann, Dmitri Kuzmin
2025	J	`jnl`	Attractor learning for spatiotemporally chaotic dynamical systems using echo state networks with transfer learning. CoRR Mohammad Shah Alam, William Ott, Ilya Timofeyev
2025	J	`jnl`	Parametric Reduced Order Models for the Generalized Kuramoto-Sivashinsky Equations. CoRR Md Rezwan Bin Mizan, Maxim A. Olshanskii, Ilya Timofeyev
2025	J	`jnl`	Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems. CoRR Anton Erofeev, Balasubramanya T. Nadiga, Ilya Timofeyev
2024	J	`jnl`	Application of Machine Learning and Convex Limiting to Subgrid Flux Modeling in the Shallow-Water Equations. CoRR Ilya Timofeyev, Alexey Schwarzmann, Dmitri Kuzmin
2023	J	`jnl`	Modeling Information Flow with a Multi-Stage Queuing Mode. CoRR Richard C. Barnard, Mohammad Daneshvar, Cory D. Hauck, Ilya Timofeyev
2021	J	`jnl`	Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning. CoRR Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev
2013	J	`jnl`	Spatiotemporal Smoothing as a Basis for Facial Tissue Tracking in Thermal Imaging. IEEE Trans. Biomed. Eng. Yan Zhou, Panagiotis Tsiamyrtzis, Peggy Lindner, Ilya Timofeyev, Ioannis T. Pavlidis
2010	J	`jnl`	Markov Chain Stochastic Parametrizations of Essential Variables. Multiscale Model. Simul. Kawin Nimsaila, Ilya Timofeyev