Projects funded by the NCN

Application of explainable artificial intelligence algorithms in order to improve imbalanced data methods

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Weronika Tamara Węgier

Politechnika Wrocławska

Automatic detection and spatial modeling of allergenic pollen at urban scale

Call: PRELUDIUM 23 , Panel: ST10

Principal investigator: Szymon Tomczyk

Uniwersytet Wrocławski

Continual learning with conditional computation networks

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Filip Maciej Szatkowski

IDEAS NCBR Sp. z o.o.

Security of radio-physics-based federated learning in next-generation edge computing systems

Call: PRELUDIUM 23 , Panel: ST7

Principal investigator: Małgorzata Helena Wasilewska

Politechnika Poznańska

Application of 3D modeling, micro and nano computed tomography and machine learning to optimization an energy-saving and...

Call: OPUS 27 , Panel: ST8

Principal investigator: prof. Robert Józef Filipek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Cell-MAGIC: simultaneous genotype inference and cell-to-clone mapping in the tissue of Follicular Lymphoma

Call: PRELUDIUM 23 , Panel: NZ2

Principal investigator: Kazimierz Krzysztof Oksza-Orzechowski

Uniwersytet Warszawski

Modeling and optimization of multi-service and multilayer Xhaul networks

Call: OPUS 27 , Panel: ST7

Principal investigator: dr hab. Mirosław Klinkowski

Instytut Łączności - Państwowy Instytut Badawczy

Step Towards Self-Aware Electric Drives

Call: OPUS 27 , Panel: ST7

Principal investigator: dr Dominik Łuczak

Politechnika Poznańska

Through the lens: Discovering continuous gravitational waves amplified by microlensing

Call: PRELUDIUM 23 , Panel: ST9

Principal investigator: Sudhagar Suyamprakasam

Centrum Astronomiczne im. Mikołaja Kopernika Polskiej Akademii Nauk

Functional motif-targeted RNA structure modeling

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska

Behavioral timescale plasticity in inhibitory synapses: mechanisms and implications

Call: OPUS 27 , Panel: NZ4

Principal investigator: dr Grzegorz Tadeusz Wiera

Uniwersytet Medyczny im. Piastów Śląskich we Wrocławiu

Addressing Data-Centric AI Challenges in Machine Learning with Advanced Sample-Selection Techniques

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Mateusz Wojtulewicz

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Application of deep learning methods in detection, classification and compensation of the measuring sensors faults in pe...

Call: PRELUDIUM 23 , Panel: ST7

Principal investigator: Kamila Anna Jankowska

Politechnika Wrocławska

Generative AI for the Physical World

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Longlai Qiu

IDEAS NCBR Sp. z o.o.

Synthesis via active learning: theory and applications

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Jan Otop

Uniwersytet Wrocławski

MLAdapt - Self-Adapting Machine Learning

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Bartłomiej Twardowski

IDEAS NCBR Sp. z o.o.

Alignment Of Large Language Models Via Debate And Reinforcement Learning

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Łukasz Paweł Kuciński

IDEAS NCBR Sp. z o.o.

From Art to Science: Bridging gaps in diffusion-based generative modeling

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Kamil Deja

Politechnika Warszawska

Building Energy Flexibility: Mechanisms and Opportunities

Call: OPUS 26 , Panel: ST8

Principal investigator: dr Zhixiong Li

Politechnika Opolska, Wydział Mechaniczny

Explainability methods for machine learning models in static and evolving data

Call: OPUS 26 , Panel: ST6

Principal investigator: prof. Jerzy Maciej Stefanowski

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

Non-classical Approaches for Condition Monitoring and Fault Detection of Wind Turbines

Call: OPUS 26 , Panel: ST8

Principal investigator: dr hab. Phong Ba Dao

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Inżynierii Mechanicznej i Robotyki

Building reusable representations

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Mateusz Michał Ostaszewski

Politechnika Warszawska

EdgeCR: Efficient and Efficacious Cellular Reprogramming with Edgetic Perturbations

Call: OPUS 26 (LAP) , Panel: ST6

Principal investigator: dr Andrzej Marek Mizera

IDEAS NCBR Sp. z o.o.

Modeling and Forecasting of Infection Spread in Warand Post War Settings Using Epidemiological, Behavioral and Genomic S...

Call: WEAVE-UNISONO , Panel: ST6

Principal investigator: dr hab. doc. Sergiy Yakovlev

Politechnika Łódzka

Machine Learning and Network Physiology for Medical Diagnosis with an Application to Dysfunctional Breathing

Call: OPUS 26 (LAP) , Panel: NZ4

Principal investigator: dr hab. Marcin Lech Gruszecki

Gdański Uniwersytet Medyczny, Wydział Nauk o Zdrowiu z Instytutem Medycyny Morskiej i Tropikalnej

Exploring the influence of genomic features on mutational signatures across tumors

Call: OPUS 26 , Panel: NZ2

Principal investigator: dr Damian Michał Wójtowicz

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

VAMPIRE-AI: Visualisation and quAntification of Microvascular PerfusIon in Radiology and surgEry with Artificial Intelli...

Call: Profesura NAWA 2022 , Panel: NZ7

Principal investigator: prof. Ronald Jan Hendrik Borra

Gdański Uniwersytet Medyczny

EAGER IMPRESS-U: Exploratory Research on Generative Compression for Compressive Lidar

Call: WEAVE-UNISONO , Panel: ST6

Principal investigator: dr hab. Krzysztof Okarma

Zachodniopomorski Uniwersytet Technologiczny w Szczecinie

Tracing Decisions: Central Amygdala's Role in Reward Learning

Call: SONATA BIS 13 , Panel: NZ4

Principal investigator: dr Anna Elżbieta Beroun

Instytut Biologii Doświadczalnej im. Marcelego Nenckiego Polskiej Akademii Nauk

Quantum sensors operating in extreme scenarios: novel applications of statistical inference, machine learning and contro...

Call: SONATA BIS 13 , Panel: ST2

Principal investigator: dr Jan Kołodyński

Uniwersytet Warszawski, Centrum Nowych Technologii Uniwersytetu Warszawskiego

Sustainable computer vision for autonomous machines

Call: SONATA BIS 13 , Panel: ST6

Principal investigator: dr hab. Bartosz Michał Zieliński

IDEAS NCBR Sp. z o.o.

Advanced statistical and deep learning models to predict cancer risk and support treatment decisions

Call: SONATA BIS 13 , Panel: NZ2

Principal investigator: dr Michał Marczyk

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

Barely Visible: low surface brightness Universe in the LSST era

Call: MAESTRO 15 , Panel: ST9

Principal investigator: prof. Agnieszka Pollo

Narodowe Centrum Badań Jądrowych

Deep learning for tabular data

Call: SONATA BIS 13 , Panel: ST6

Principal investigator: dr hab. Marek Śmieja

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

DeMeTeR: Interpreting Diffusion Models Through Representations

Call: PRELUDIUM BIS 5 , Panel: ST6

Principal investigator: prof. Przemysław Biecek

Uniwersytet Warszawski

XAICancer: Explainable Artificial Intelligence for Cancer Imaging

Call: SONATA BIS 13 , Panel: ST6

Principal investigator: dr Neo Christopher Chung

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Exposing unseen passages - towards identification of functional transient tunnels in protein structures

Call: PRELUDIUM BIS 5 , Panel: NZ2

Principal investigator: dr hab. Jan Brezovský

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Biologii

Towards superhuman performance in solving complex reasoning problems with Advanced Subgoal Search

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Michał Zawalski

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

SAFED-POL Synthetic aperture radar interferometry for Sub-regional Analysis of Fluctuance post-Exploitation Deformation ...

Call: OPUS 25 , Panel: ST10

Principal investigator: dr hab. Wojciech Jerzy Milczarek

Politechnika Wrocławska

Computationally efficient dynamic neural networks

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Bartosz Wójcik

IDEAS NCBR Sp. z o.o.

Compositional modularity in Multilingual Neural Machine Translation

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Mateusz Klimaszewski

Politechnika Warszawska, Wydział Elektroniki i Technik Informacyjnych

Acoustic Intelligence - towards self-supervised deep neural acoustic analysis

Call: OPUS 25 , Panel: ST7

Principal investigator: dr hab. Konrad Karol Kowalczyk

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

Decision support system for small vessel disease diagnosis, leveraging the synergy of machine learning and radiomics

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Maria Anna Ferlin

Politechnika Gdańska

Detection and denoising of Gravitational Wave sources in Einstein Telescope using deep learning

Call: PRELUDIUM 22 , Panel: ST9

Principal investigator: Wathela Hamed Osman Alhassan

Centrum Astronomiczne im. Mikołaja Kopernika Polskiej Akademii Nauk

Improving the transferability of self-supervised learning models

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Marcin Paweł Przewięźlikowski

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Development of remote vision system for Cherenkov telescopes.

Call: PRELUDIUM 22 , Panel: ST9

Principal investigator: Paweł Gliwny

Uniwersytet Łódzki, Wydział Fizyki i Informatyki Stosowanej

Development of weak supervision methods for multispectral image processing in the field of precision agriculture

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Przemysław Aszkowski

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

Multimodal Deep Learning for Noninvasive Pulmonary Hypertension Diagnosis from Magnetic Resonance Imaging

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Michał Kazimierz Grzeszczyk

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

Damage Diagnosis and Remaining Useful Life Prognosis of Adhesively Bonded Composite Structures Based on Digital Twin and...

Call: PRELUDIUM 22 , Panel: ST8

Principal investigator: Yang Zhang

Instytut Maszyn Przepływowych im. Roberta Szewalskiego Polskiej Akademii Nauk

Meta-learning in Deep Neural Networks

Call: OPUS 25 , Panel: ST6

Principal investigator: prof. Jacek Tabor

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki