Research output

Most up-to-date list is available on my Google Scholar profile.

Papers

Robust Parameter Estimation for Rational Ordinary Differential Equations

Oren Bassik, Yosef Berman, Soo Go, Hoon Hong, Ilia Ilmer, Alexey Ovchinnikov, Chris Rackauckas, Pedro Soto, Chee Yap

To appear in Applied Mathematics and Computation, Vol. 509 (2026)

2023
arXiv

Faster Groebner bases for Lie derivatives of ODE systems via monomial orderings

Mariya Bessonov, Ilia Ilmer, Tatiana Konstantinova, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation

2024

BASS: Boolean Automorphisms Signature Scheme

Dima Grigoriev, Ilia Ilmer, Alexey Ovchinnikov, Vladimir Shpilrain

International Conference on Information Technology and Communications Security

2023

More Efficient Identifiability Verification in ODE Models by Reducing Non-Identifiability

Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

Accepted at ISSAC 2024

2022
arXiv

Obtaining weights for Grobner basis computation in parameter identifiability problems

Maria Bessonov, Ilia Ilmer, Tatiana Konstantinova, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

In review

2022
arXiv

Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent

Pedro Soto, Ilia Ilmer, Haibin Guan, Jun Li

International Conference on Machine Learning (ICML), 20444-20458

2022
arXiv

Maple application for structural identifiability analysis of ODE models

Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin

ACM Communications in Computer Algebra 55(2), 49-53

2021
ACM

Web-based Structural Identifiability Analyzer

Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin

International Conference on Computational Methods in Systems Biology, pp. 254-265. Springer, Cham

2021
arXiv

On the interplay of harvesting and various diffusion strategies for spatially heterogeneous populations

Elena Braverman, Ilia Ilmer

Journal of Theoretical Biology, Vol. 466, pp. 106-118

2019

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