Certificates
Professional Scrum Master I
Doctoral student at the Institute of Technologies for Nanostructures of the University of Duisburg-Essen (Germany)
• Imaging Particle Size Analysis
• Deep Learning
• Image Synthesis
• Electron Microscopy
Machine learning based quantitative characterization of microstructures
Acta Materialia (2023)
C. Gorynski, M. Frei, F. E. Kruis, M. Winterer
paper
Image-Based Analysis of Dense Particle Mixtures via Mask R-CNN
Eng (2022)
M. Frei, F. E. Kruis
paper (open access)
Characterizing soot in TEM images using a convolutional neural network
Powder Technology (2021)
T. A. Sipkens, M. Frei, A. Baldelli, P. Kirchen, F. E. Kruis, und S. N. Rogak
free preprint
·
final paper
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis
Powder Technology (2020)
M. Frei, F. E. Kruis
free preprint
·
final paper
KI in der Partikelmesstechnik ‒ Wie lernen neuronale Netze zu sehen?
Federal Association for Economic Development and Foreign Trade (2020)
M. Frei
article
·
complete magazine
Image-Based Size Analysis of Agglomerated and Partially Sintered Particles via Convolutional Neural
Networks
Powder Technology (2019)
M. Frei, F. E. Kruis
free preprint
·
final paper
Fully automated primary particle size analysis of agglomerates on transmission electron microscopy
images via
artificial neural networks
Powder Technology (2018)
M. Frei, F. E. Kruis
free preprint
·
final paper
71-76GHz grounded-coplanar-waveguide-to-rectangular-waveguide transition with integrated planar bias
tee for
quasi-hermetic radio-over-fiber wireless transmitter
7
th European Microwave Integrated Circuit Conference (2012)
I. Flammia, T. Kleinfeld,
M. Frei, A. Utreras-Rivera, A. Stöhr
paper
February 16–17
·
DECHEMA ProcessNet-Meeting
·
Talk
January 10
·
All-Hands-Meeting for BMBF funded AI-research projects
·
Poster
October 11–17
·
International Conference on Computer Vision
(ICCV)
August 30–September 03
·
European Aerosol Conference (EAC)
·
Talk
June 15–16
·
ACHEMA Pulse
·
Talk
February 18–19
·
DECHEMA ProcessNet-Meeting
·
Talk
August 31–September 04
·
European Aerosol Conference (EAC)
·
Talk
September 14–16
·
DECHEMA ProcessNet-Meeting
August 26–30
·
European Aerosol Conference (EAC)
·
Talk
April 09–11
·
International Congress on Particle Technology
(PARTEC)
·
Poster
March 06–07
·
DECHEMA ProcessNet-Meeting
·
Talk
January 18
·
Engineer's Night 2019
·
Poster 1 (pdf)
·
Poster 2 (pdf)
November 28
·
CENIDE Anniversary Celebration
·
Poster (pdf)
September 10–14
·
DCMS
Materials 4.0 Summer School
·
Poster (pdf)
·
Certificate (pdf)
March 08–09
·
DECHEMA ProcessNet-Meeting
·
Poster (pdf)
November 05
·
CENIDE Anniversary Celebration
·
Poster (pdf)
March 14–16
·
DECHEMA ProcessNet-Meeting
·
Talk (slides)
Professional Scrum Master I
Engineering Sciences Innovation Award 2017
Sparkasse (Niederrhein)
VDI RBV Excellent Master Thesis Award 2017
Association of German Engineers (VDI, Section RBV)
CENIDE Best Poster Award 2017
Center for Nanointegration Duisburg-Essen (CENIDE)