April 26, 2021 article Open access Deep learning-based automated and universal bubble detection and mask extraction in complex two-phase flows Scientific Reports DOI: 10.1038/s41598-021-88334-0 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 118 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 Machine learning driven quantification of local bubble dynamics across a pilot scale stirred bioreactor 2026 Chemical Engineering Science article Engineering Fluid Dynamics and Mixing Open access 0 citations Investigation of droplet dynamics in the hypermonotectic succinonitrile-water system in a temperature gradient and microgravity conditions supported by deep learning computer vision 2025 Journal of Colloid and Interface Science article Engineering Fluid Dynamics and Heat Transfer 2 citations Investigation of droplet dynamics in the hypermonotectic succinonitrile-water system in a temperature gradient and under different gravity conditions supported by deep learning computer vision 2025 SSRN Electronic Journal preprint Engineering Fluid Dynamics and Heat Transfer Open access 0 citations Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers 2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access 19 citations 4 results References 1 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 BubCNN: Bubble detection using Faster RCNN and shape regression network 2020 Chemical Engineering Science article Computer Science Advanced Neural Network Applications cited by 2 patents 162 citations 1 result