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
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
final paper
February 16–17
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DECHEMA ProcessNet-Meeting
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Talk
January 10
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All-Hands-Meeting for BMBF funded AI-research projects
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Poster
October 11–17
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International Conference on Computer Vision
(ICCV)
August 30–September 03
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European Aerosol Conference (EAC)
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Talk
June 15–16
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ACHEMA Pulse
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Talk
February 18–19
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DECHEMA ProcessNet-Meeting
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Talk
August 31–September 04
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European Aerosol Conference (EAC)
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Talk
September 14–16
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DECHEMA ProcessNet-Meeting
August 26–30
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European Aerosol Conference (EAC)
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Talk
April 09–11
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International Congress on Particle Technology
(PARTEC)
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Poster
March 06–07
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DECHEMA ProcessNet-Meeting
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Talk
January 18
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Engineer's Night 2019
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Poster 1 (pdf)
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Poster 2 (pdf)
November 28
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CENIDE Anniversary Celebration
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Poster (pdf)
September 10–14
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DCMS
Materials 4.0 Summer School
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Poster (pdf)
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Certificate (pdf)
March 08–09
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DECHEMA ProcessNet-Meeting
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Poster (pdf)
November 05
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CENIDE Anniversary Celebration
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Poster (pdf)
March 14–16
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DECHEMA ProcessNet-Meeting
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Talk (slides)
Engineering Sciences Innovation Award 2017
Sparkasse (Niederrhein)
press release
VDI RBV Excellent Master Thesis Award 2017
Association of German Engineers (VDI, Section RBV)
press release
CENIDE Best Poster Award 2017
Center for Nanointegration Duisburg-Essen (CENIDE)
press release