Computer modeling of natural Systems (NSS Lab)
Publications
57
Citations
450
h-index
10
Authorization required.
Research in the laboratory focuses on several main areas. Algorithmic directions: automatic machine learning, generative design of physical objects, algorithms for identifying physical models based on data, algorithms for learning probabilistic models, as well as algorithms for composite AI that can combine all of the above :)
Modeling of natural processes has been and remains a favorite applied field of our laboratory. In addition, the laboratory pays a lot of attention to the development of open source and the creation of modern educational courses in the master's degree.
Research directions
Other projects
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Generative design of physical objects
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AI for hydrometeorological tasks
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AI for oil industry tasks
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Identification of the DP by data
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Learning algorithms for Bayesian networks
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Automatic machine learning
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Publications and patents
Lab address
Санкт-Петербург, Кронверкский просп., 49
Authorization required.