most citedProgress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming

4 citations · 5 across the 5 of their papers we have counts for

collaborators

6 papers

cs.SC2026

Probably correct row echelon form in the F4 algorithm

Alexander Demin

The computation of row echelon form is one of the main bottlenecks in the F4 algorithm. Several state of the art implementations use a probabilistic algorithm attributed to Monagan…

math.DS2026

Observable functions of rational ODE models and how to find them

Alexander Demin, Gleb Pogudin, Christopher Rackauckas

Consider a parametric ODE control model. A function of the states and parameters is called observable if its value can in principle be reconstructed from input-output data. The obs…

cs.SC2026

Simple generators of rational function fields

Alexander Demin, Gleb Pogudin

Consider a subfield of the field of rational functions in several indeterminates. We present an algorithm that, given a set of generators of such a subfield, finds a simple generat…

cs.SC2023

Factoring sparse polynomials fast

Alexander Demin, Joris van der Hoeven

Consider a sparse polynomial in several variables given explicitly as a sum of non-zero terms with coefficients in an effective field. In this paper, we present several algorithms…

physics.ins-det2023★ 4 cited

Progress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming

Max Aehle, Lorenzo Arsini, R. Belén Barreiro +27

In this article we examine recent developments in the research area concerning the creation of end-to-end models for the complete optimization of measuring instruments. The models…

cs.MS2023★ 1 cited

Groebner.jl: A package for Gröbner bases computations in Julia

Alexander Demin, Shashi Gowda

We present Groebner.jl, a Julia package for computing Groebner bases with the F4 algorithm. Groebner.jl is an efficient, portable, and open-source software. Groebner.jl works over…