Alexander Demin

Hi, I am Alexander!
My publications can be found at Google Scholar.

Factoring sparse polynomials fast, Journal of Complexity 88 (2025) 101934
Alexander Demin and Joris van der Hoeven (alphabetical order) [arxiv] [doi]
Progress in end-to-end optimization of fundamental physics experimental apparata with differentiable programming, Reviews in Physics 13 (2025) 100120
Max Aehle, Lorenzo Arsini, and 28 others, including Alexander Demin [doi]
Exact hierarchical reductions of dynamical models via linear transformations, Communications in Nonlinear Science and Numerical Simulation 131 (2024) 107816
Alexander Demin, Elizaveta Demitraki, and Gleb Pogudin (alphabetical order) [code] [arxiv] [doi]

F5: A REDUCE Package for Signature-based Gröbner Basis Computation, Computer Algebra in Scientific Computing 2022
Alexander Demin, Hamid Rahkooy, and Thomas Sturm [url]

Reading Rational Univariate Representations on lexicographic Groebner bases, preprint, 2024
Alexander Demin, Fabrice Rouillier, and Joao Ruiz (alphabetical order) [arxiv]
Groebner.jl: A package for Gröbner bases computations in Julia, preprint, 2024
Alexander Demin and Shashi Gowda [code] [arxiv]
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]

Invited talk, Computing globally identifiable parametrizations of dynamical models, Workshop on Differential Algebra and Modeling, Raleigh, USA, 2024
Conference talk, Model reparametrization with StructuralIdentifiability.jl, JuliaCon, Eindhoven, 2024
Invited talk, Finding exact linear reductions of dynamical models, Ecole Polytechnique, The MAX Team seminar, France, 2023
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)
Invited talk, Signature-based Algorithms for Computing Groebner Bases, Verification of Distributed Systems Group Seminar, France, 2022 (online)
Conference talk, On some applications of Groebner bases, Scientific Student Conference, HSE University, Russia, 2022
[Best student talk]