Mathis Hoffmann

Lehrstuhl für Informatik 5 (Mustererkennung) Institute Materials for Electronics and Energy Technology (i-MEET) (i-MEET)

PV module power prediction by deep learning on electroluminescence images - Assessing the physics learned by a convolutional neural network (2024) Lüer L, Forberich K, Hepp J, Buerhop-Lutz C, Winkler T, Rodrigues S, Hoffmann M, et al. Journal article Anomaly detection in IR images of PV modules using supervised contrastive learning (2022) Bommes L, Hoffmann M, Buerhop-Lutz C, Pickel T, Hauch J, Brabec C, Maier A, Peters IM Journal article Module-Power Prediction from PL Measurements using Deep Learning (2021) Hoffmann M, Hepp J, Doll B, Buerhop-Lutz C, Peters IM, Brabec C, Maier A, Christlein V Conference contribution, Conference Contribution Outdoor photoluminescence of large area photovoltaic modules (2021) Doll B, Hepp J, Hoffmann M, Talkenberg F, Schüler R, Baier M, Buerhop-Lutz C, et al. Conference contribution, Conference Contribution Joint Super-Resolution and Rectification for Solar Cell Inspection (2021) Hoffmann M, Köhler T, Doll B, Schebesch F, Talkenberg F, Peters IM, Brabec C, et al. Journal article, Original article Deep Learning-based Pipeline for Module Power Prediction from EL Measurements (2021) Hoffmann M, Buerhop-Lutz C, Reeb L, Pickel T, Winkler T, Doll B, Würfl T, et al. Journal article, Original article Photoluminescence for Defect Detection on Full-Sized Photovoltaic Modules (2021) Doll B, Hepp J, Hoffmann M, Schuler R, Buerhop-Lutz C, Peters IM, Hauch J, et al. Journal article Calibration-free beam hardening reduction in x-ray CBCT using the epipolar consistency condition and physical constraints. (2019) Würfl T, Hoffmann M, Aichert A, Maass N, Dennerlein F, Maier A Journal article, Original article Applying Deep Learning Algorithms to EL-images for Predicting the Module Power (2019) Buerhop-Lutz C, Hoffmann M, Reeb L, Pickel T, Hauch J, Maier A Conference contribution, Abstract of lecture Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm (2019) Mayr M, Hoffmann M, Maier A, Christlein V Conference contribution, Conference Contribution