MR. Andre Colliard
Artificial Materials Intelligence (AMI) Division, Institute for Energy and Climate Investigation: Theory and Computation of Energy Materials (IEK-13), Forschungszentrum Jülich GmbH (FZJ)
I specialize in harnessing the power of artificial intelligence for the automation of image analysis processes. My expertise encompasses a diverse range of characterization methods, from electron microscopy image analysis to advanced synchrotron tomography investigations. A unifying thread across all my projects is their relevance to energy materials. Currently, I am pursuing my PhD and am deeply involved in the UTILE project, a significant endeavor within the HI initiatives
Helmholtz Imaging Projects
2021: UTILE - Autonomous Image Analysis to Accelerate the Discovery and Integration of Energy MaterialsPublications
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning
Colliard-Granero A, Jitsev J, Eikerling M, Malek K, Eslamibidgoli M - ACS Nanoscience Au - 2023
Deep learning for the automation of particle analysis in catalyst layers for polymer electrolyte fuel cells
Colliard-Granero A, Batool M, Jankovic J, Jitsev J, Eikerling M, Malek K, Eslamibidgoli M - Nanoscale - 2022
