19 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.LG2020
A Hybrid Objective Function for Robustness of Artificial Neural Networks -- Estimation of Parameters in a Mechanical System
Jan Sokolowski, Volker Schulz, Udo Schröder +1
In several studies, hybrid neural networks have proven to be more robust against noisy input data compared to plain data driven neural networks. We consider the task of estimating…
math.AP2011★ 1 cited
Shape sensitivity analysis of time-dependent flows of incompressible non-Newtonian fluids
Jan Sokolowski, Jan Stebel
We study the shape differentiability of a cost function for the flow of an incompressible viscous fluid of power-law type. The fluid is confined to a bounded planar domain surround…
math.OC2009★ 19 cited
Asymptotic analysis, polarization matrices and topological derivatives for piezoelectric materials with small voids
G. Cardone, S. A. Nazarov, J. Sokolowski
Asymptotic formulae for the mechanical and electric fields in a piezoelectric body with a small void are derived and justified. Such results are new and useful for applications in…