4 citations · 6 across the 4 of their papers we have counts for
4 papers
Standalone Neural ODEs with Sensitivity Analysis
Rym Jaroudi, Lukáš Malý, Gabriel Eilertsen +3
This paper presents the Standalone Neural ODE (sNODE), a continuous-depth neural ODE model capable of describing a full deep neural network. This uses a novel nonlinear conjugate g…
Learning via nonlinear conjugate gradients and depth-varying neural ODEs
George Baravdish, Gabriel Eilertsen, Rym Jaroudi +3
The inverse problem of supervised reconstruction of depth-variable (time-dependent) parameters in a neural ordinary differential equation (NODE) is considered, that means finding t…
On a boundary integral solution of a lateral planar Cauchy problem in elastodynamics
Roman Chapko, B. Tomas Johansson, Leonidas Mindrinos
A boundary integral based method for the stable reconstruction of missing boundary data is presented for the governing hyperbolic equation of elastodynamics in annular planar domai…
A note on uniqueness in the identification of a spacewise dependent source and diffusion coefficient for the heat equation
Adriano De Cezaro, B. Tomas Johansson
We investigate uniqueness in the inverse problem of reconstructing simultaneously a spacewise conductivity function and a heat source in the parabolic heat equation from the usual…