А. A. Markov Laboratory for Computer Science,
Mathematics and Artificial Intelligence

Advancing the mathematical and algorithmic foundations of AI

Founded in 2025 at Saint Petersburg University, the laboratory brings together leading researchers, PhD students, and students from the Department of Mathematics and Computer Science.

We believe that breakthroughs in artificial intelligence are impossible without strong mathematics and computer science. That is why we develop these fields in close integration, with the goal of building a distinctive scientific school.

We strive for the steady, deliberate progress toward breakthrough results of global significance, the ones recognized by the research community and distinguished by originality, elegance, and academic rigour.

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Research areas

Machine Learning

New architectures and methods for deep learning, compact models, neuro-symbolic integration.

Math and AI

Learning theory, optimization, automation of reasoning and proof construction

Algorithms, Theoretical Computer Science

Search and planning algorithms, algorithmic complexity

Applied AI

Applying AI methods to real scientific and industrial problems together with our partners.

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People

Researchers, engineers and students of the laboratory.

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Seminars

Our regular research seminar and other scientific events.

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Projects

Ongoing research projects.

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Publications

Articles, preprints and other scientific publications.

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Contacts

7-9-11B Universitetskaya Embankment, Saint Petersburg, Russia

Department of Mathematics and Computer Science, Saint Petersburg University

markov.lab@spbu.ru

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