Louis Roussel
Temporary Teaching and Research Assistant
louis.roussel@univ-lille.fr
CFHP team, CRIStAL
Université de Lille (France)
I obtained my PhD in 2025 under the supervision of François Lemaire.
louis.roussel@univ-lille.fr
CFHP team, CRIStAL
Université de Lille (France)
I obtained my PhD in 2025 under the supervision of François Lemaire.
I work on systems of nonlinear differential equations, particularly on the computation of Input/Ouput integral equations from a dynamical system using integral elimination.
The aim is to perform parameter estimation from the integral equations to deal with noisy measurements.
Another part of my work is using deep learning techniques to improve the integral elimination algorithm I am working on.
Keywords:
Computer Algebra, Computer Science, integral elimination, deep learning, NLP, Transformer
Softwares
- IntegralElimination: Algorithm for performing integral elimination for nonlinear integral equations
- parameter-estimation-IO-equations: Package for computing cost/gradient/hessian functions from an integro-differential equation and to do parameter estimation.
- IntegroDifferentialDeepLearning: Package for manipulating systems of differential and integral equations using deep learning technics.