Lukas Petrich

Machine Learning Techniques for the Segmentation of Tomographic Image Data of Functional Materials

Orkun Furat, Mingyan Wang, Matthias Neumann et al. · Frontiers in Materials · 2019 · 88 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Crack detection in lithium-ion cells using machine learning

Lukas Petrich, Daniel Westhoff, Julian Feinauer et al. · Computational Materials Science · 2017 · 55 citations

Electrical Engineering, Engineering, Machine Learning +5

Artificial generation of representative single Li-ion electrode particle architectures from microscopy data

Orkun Furat, Lukas Petrich, Donal P. Finegan et al. · npj Computational Materials · 2021 · 41 citations · Full text

Detection of Colchicum autumnale in drone images, using a machine-learning approach

Lukas Petrich, Georg Lohrmann, Matthias Neumann et al. · Precision Agriculture · 2020 · 26 citations · Full text

Statistical Characterization of the Root System Architecture Model CRootBox

Andrea Schnepf, Katrin Huber, Magdalena Landl et al. · Vadose Zone Journal · 2018 · 24 citations · Full text

Root Cause Analysis, Root System Realizations, Reliability Engineering +14