Alexander Demin
- HSE University
- asdemin_2@edu.hse.ru
I am a senior at HSE University, majoring in mathematics and computer science.
At the moment, I am working on a thesis on structural identifiability of dynamical models with Alejandro Villaverde. I also work with Chris Rackauckas and Gleb Pogudin on StructuralIdentifiability.jl.
The full list of my publications can be found at Google Scholar.
Publications
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Exact hierarchical reductions of dynamical models via linear transformations, Communications in Nonlinear Science and Numerical Simulation, 2024
Alexander Demin, Elizaveta Demitraki, and Gleb Pogudin (alphabetical order) [code] [arxiv] [link] -
Groebner.jl: A package for Gröbner bases computations in Julia, preprint, 2024
Alexander Demin and Shashi Gowda [code] [arxiv] -
Reading Rational Univariate Representations on lexicographic Groebner bases, preprint, 2024
Alexander Demin, Fabrice Rouillier, and Joao Ruiz (alphabetical order) [arxiv] -
Factoring sparse polynomials fast, preprint, 2023
Alexander Demin and Joris van der Hoeven (alphabetical order) [arxiv] -
F5: A REDUCE Package for Signature-based Gröbner Basis Computation, Computer Algebra in Scientific Computing 2022
Alexander Demin, Hamid Rahkooy, and Thomas Sturm [link] -
A Semi-supervised Learning Method for the Search of Rare Processes in LHC Data, Report 2.1 of INSIGHTS ITN to European Commission, 2022
Hevjin Yarar, Alexander Demin, Tommaso Dorigo, Luca Quagliarella, and Andrey Ustyuzhanin [pdf]
Presentations
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Invited talk, Finding exact linear reductions of dynamical models, Ecole Polytechnique, The MAX Team seminar, France, 2023
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Poster, Automatic Optimization of Derivatives with Polyhedral Compiler, MODE Workshop on Differentiable Programming for Experiment Design, Greece, 2022
[Award-winning poster] -
Conference talk, F5: A REDUCE Package for Signature-based Gröbner Basis Computation, Computer Algebra in Scientific Computing, Turkey, 2022 (online)
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Invited talk, Signature-based Algorithms for Computing Groebner Bases, Verification of Distributed Systems Group Seminar, France, 2022 (online)
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Conference talk, On some applications of Groebner bases, Scientific Student Conference, HSE University, Russia, 2022
[Best student talk]