January 03, 2024 article Open access Deep learning of crystalline defects from TEM images: a solution for the problem of ‘never enough training data’ Machine Learning Science and Technology DOI: 10.1088/2632-2153/ad1a4e Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 15 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys 2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access 1 citations Modeling dislocation dynamics data using semantic web technologies 2024 Neural Computing and Applications article Computer Science Semantic Web and Ontologies Open access 2 citations Enhancing Semantic Segmentation in High-Resolution TEM Images: A Comparative Study of Batch Normalization and Instance Normalization 2024 Microscopy and Microanalysis article Computer Science Advanced Neural Network Applications Open access 10 citations Combining unsupervised and supervised learning in microscopy enables defect analysis of a full 4H-SiC wafer 2024 MRS Communications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent 8 citations 4 results References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling 2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents 40 citations Data-mining of in-situ TEM experiments: On the dynamics of dislocations in CoCrFeMnNi alloys 2022 Acta Materialia article Engineering High Entropy Alloys Studies Open access 30 citations Data-mining of in-situ TEM experiments: Towards understanding nanoscale fracture 2022 Computational Materials Science article Materials Science Microstructure and mechanical properties Open access 10 citations 3 results