Dr. Donatas Narbutis

Dr. Donatas Narbutis

E-mail: donatas.narbutis@ff.vu.lt

Institute of Theoretical Physics and Astronomy (ITPA)

Astrophysics

Associate Professor

Data visualization and analysis; Machine learning

• https://ui.adsabs.harvard.edu/search/q=narbutis,d
• https://orcid.org/0000-0003-1389-1933

• 3D free-form optical lens — miniaturised fibre couplers for astrophotonics

• Roadmap on computational methods in optical imaging and holography

• Teeth Microcracks Research: Towards Multi-Modal Imaging
• X-photon laser direct write 3D nanolithography
• Revelation of microcracks as tooth structural element by X-ray tomography and machine learning
• 3D nanopolymerization and damage threshold dependence on laser wavelength and pulse duration
• Study of Star Clusters in the M83 Galaxy with a Convolutional Neural Network 
• Deriving star cluster parameters with convolutional neural networks. II. Extinction and cluster-background classification
• Exploring Multi-Banking Customer-to-Customer Relations in AML Context with Poincaré Embeddings
• Deriving star cluster parameters with convolutional neural networks. I. Age, mass, and size

• 2015-2019 J. Bialopetravičius, Analysis of Star Clusters with Convolutional Neural Networks (https://epublications.vu.lt/object/elaba:78543994/)

• Data analysis with Python (Bachelor)
• Fundamentals of astrophotometry (Bachelor)
• Data analysis methods (Master)
• Image and data analysis (PhD)

Program committee member in International Conference on AI in Finance (https://icaif25.org)