Projects funded by the NCN

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

Quantum Spin Liquids and other nontrivial low-dimensional spin structures

Call: OPUS 27 , Panel: ST3

Principal investigator: prof. Maciej Marcin Maśka

Politechnika Wrocławska

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 PAN

Probing the Quantum Nature of Positron Annihilation: A Polarization Correlation Study aided by Machine Learning

Call: PRELUDIUM 23 , Panel: ST2

Principal investigator: Deepak Kumar

Uniwersytet Jagielloński

Functional motif-targeted RNA structure modeling

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska

(Lipid-FLUX) Single-cell lipidomics by spectroscopy: Quantification of the lipid transport through the development of ne...

Call: OPUS 27 , Panel: ST4

Principal investigator: prof. Małgorzata Anna Barańska

Uniwersytet Jagielloński

Identification and measurement of systemic threats to the insurance sector resulting from climate risk in the light of s...

Call: OPUS 27 , Panel: HS4

Principal investigator: dr Anna Bronisława Denkowska

UNIWERSYTET EKONOMICZNY W KRAKOWIE

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

A machine learning usage to predict venetoclax efficacy and toxicity in chronic lymphocytic leukemia.

Call: PRELUDIUM 23 , Panel: NZ7

Principal investigator: Dorota Kruk-Kwapisz

Warszawski Uniwersytet Medyczny

A prelude to computational screening for non-cytotoxic, antibacterial ionic liquids (PreCompIL)

Call: PRELUDIUM 23 , Panel: ST5

Principal investigator: Kamila Jarzyńska

Uniwersytet Gdański

MLAdapt - Self-Adapting Machine Learning

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Bartłomiej Twardowski

IDEAS NCBR Sp. z o.o.

Insight into the function of post-translational modifications of proteins via large-size scale and long-scale molecular ...

Call: SONATA 19 , Panel: ST4

Principal investigator: dr Agnieszka Gabriela Lipska

Politechnika Gdańska

National determinants of energy transformation in the Multi-Level Perspective: European experiences and imaginaries

Call: OPUS 26 , Panel: HS6

Principal investigator: dr Mariusz Baranowski

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Socjologii

Building Energy Flexibility: Mechanisms and Opportunities

Call: OPUS 26 , Panel: ST8

Principal investigator: dr Zhixiong Li

Politechnika Opolska, Wydział Mechaniczny

Taming aggregation with AmyloGraph 2.0: a database and prediction models of amyloid self-assembly modulators

Call: SONATA 19 , Panel: NZ7

Principal investigator: dr Michał Jan Burdukiewicz

Uniwersytet Medyczny w Białymstoku

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

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

Call: IMPRESS-U , Panel: ST6

Principal investigator: dr hab. Sergiy Yakovlev

Politechnika Łódzka, Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej

Machine Learning-Assisted Design of Metal Hydride Alloys for Hydrogen Applications using CALPHAD Predictive Modelling

Call: M-ERA.NET 3 Call 2023 , Panel: ST3

Principal investigator: dr hab. Łukasz Gondek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

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

AI-based Bulk Surveillance: Emerging Threat to Privacy or Gold Standard for Compliance?

Call: SONATA 19 , Panel: HS5

Principal investigator: dr hab. Marcin Rojszczak

Politechnika Warszawska, Wydział Administracji i Nauk Społecznych

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

Variance Risk Premium: Insights from Short-Term Options, Cross-Sectional Analysis, and Driving Factors

Call: OPUS 26 (LAP) , Panel: HS4

Principal investigator: prof. Piotr Grzegorz Fiszeder

Uniwersytet Mikołaja Kopernika, Wydział Nauk Ekonomicznych i Zarządzania

Computational design of next generation rocket fuels based on hypergolic metal-organic frameworks

Call: OPUS 26 , Panel: ST5

Principal investigator: dr hab. Mihails Arhangelskis

Uniwersytet Warszawski, Wydział Chemii

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

Call: IMPRESS-U , Panel: ST6

Principal investigator: dr hab. Krzysztof Piotr Okarma

Zachodniopomorski Uniwersytet Technologiczny w Szczecinie, Wydział Elektryczny

Impact of Composition and Cooling Rate on Mechanical Properties of High Entropy Metallic Glasses

Call: SONATA BIS 13 , Panel: ST3

Principal investigator: dr Silvia Bonfanti

Narodowe Centrum Badań Jądrowych

Unlocking the potential of ion-transfer voltammetry based electronic tongues for date-rape drug detection in real sample...

Call: SONATA BIS 13 , Panel: ST4

Principal investigator: dr Emilia Katarzyna Witkowska-Nery

Instytut Chemii Fizycznej 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

Barely Visible: low surface brightness Universe in the LSST era

Call: MAESTRO 15 , Panel: ST9

Principal investigator: prof. Agnieszka Pollo

Narodowe Centrum Badań Jądrowych

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

Multiparametric phosphors database on Mn4+ ions for knowledgeable development of the lifetime-based luminescence thermom...

Call: OPUS 25 , Panel: ST5

Principal investigator: prof. Mikhail Brik

Akademia im. Jana Długosza w Częstochowie, Wydział Nauk Ścisłych, Przyrodniczych i Technicznych

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

Voter Shifts and Spatial Models of Party Competition

Call: OPUS 25 , Panel: HS5

Principal investigator: dr Dariusz Maciej Stolicki

Uniwersytet Jagielloński, Centrum Badań Ilościowych nad Polityką

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 PAN

Improving the transferability of self-supervised learning models

Call: PRELUDIUM 22 , Panel: ST6

Principal investigator: Marcin Paweł Przewięźlikowski

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

"I like to move it, move it" – molecular dynamics-driven optimization of ligand residence time as an opportunity to impr...

Call: OPUS 25 , Panel: NZ7

Principal investigator: dr hab. Sabina Marta Podlewska

Instytut Farmakologii PAN

High energy photon-photon interactions at present and future colliders

Call: OPUS 25 , Panel: ST2

Principal investigator: dr hab. Krzysztof Piotrzkowski

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Fizyki i Informatyki Stosowanej

Meta-learning as a machine learning tool for experimental boosting of sorption properties of ionic liquids

Call: PRELUDIUM 22 , Panel: ST5

Principal investigator: Karol Daniel Baran

Politechnika Gdańska

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

Multispectral fluorescence coupled with machine learning methods to identify food-related bacteria

Call: PRELUDIUM 22 , Panel: ST4

Principal investigator: Klaudia Maria Głowacz

Politechnika Warszawska, Wydział Chemiczny