Projects funded by the NCN

From Static to Dynamic: Integrating Glycan Dynamics into Structural Biology

Call: SONATA BIS 14 , Panel: NZ1

Principal investigator: dr Mateusz Sikora

Uniwersytet Jagielloński

Using eye movement idiosyncrasies as markers of top-down control in decision-making process assessment

Call: SONATA BIS 14 , Panel: HS6

Principal investigator: dr hab. Magdalena Ewa Król

Szkoła Wyższa Psychologii Społecznej w Warszawie

Robot generalist - advancing robot learning via reinforcement learning and VLAs

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr hab. Marek Adam Cygan

Uniwersytet Warszawski

Selection of patient-specific aortic valve prosthesis by a hybrid technique that integrates CFDsimulations, machine lear...

Call: SONATA BIS 14 , Panel: ST8

Principal investigator: prof. Wojciech Piotr Adamczyk

Politechnika Śląska

Mobility Patterns and Social Hierarchies. A Bioarchaeological and Chronological Study of the Late Bronze Age and Hallsta...

Call: SONATA BIS 14 , Panel: HS3

Principal investigator: dr Anna Maria Józefowska-Domańska

Instytut Archeologii i Etnologii Polskiej Akademii Nauk

Personal_TIVA: A Personalized Approach To An Automatic Drugs Delivery Control System In The Total Intravenous Anaesthesi...

Call: SONATA BIS 14 , Panel: ST7

Principal investigator: dr hab. Andrzej Pawłowski

Politechnika Wrocławska

Challenging problems in partial differential equations inspired by cutting-edge algorithms in statistics and machine lea...

Call: MAESTRO 16 , Panel: ST1

Principal investigator: prof. Piotr Andrzej Gwiazda

Uniwersytet Warszawski

Optimization of hydrogen oxy-combustion and hydrogen-ammonia combustion using experimental techniques, high-fidelity num...

Call: OPUS 27 , Panel: ST8

Principal investigator: prof. Artur Tomasz Tyliszczak

Politechnika Częstochowska

Linking political reform and judicial decisionmaking. A study ofjudicial resilience in Poland

Call: OPUS 27 , Panel: HS5

Principal investigator: dr hab. Jan Winczorek

Uniwersytet Warszawski

GeoSpatial AI-Driven Risk Assesment of Child Malnutrition. Unreveling the Intersectional Determinants.

Call: PRELUDIUM 23 , Panel: HS4

Principal investigator: Muhammad Usman

Uniwersytet Warszawski

Overcoming forgetting in continual learning with an ensemble of experts

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Grzegorz Rypeść

IDEAS NCBR Sp. z o.o.

What are spatial and temporal trends of natural and anthropogenic influences on PM2.5 concentrations in Europe under cha...

Call: PRELUDIUM 23 , Panel: ST10

Principal investigator: Tetiana Vovk

Uniwersytet Wrocławski

Reliable and efficient real-world test-time adaptation

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Damian Sójka

IDEAS NCBR Sp. z o.o.

Automatic detection and spatial modeling of allergenic pollen at urban scale

Call: PRELUDIUM 23 , Panel: ST10

Principal investigator: Szymon Tomczyk

Uniwersytet Wrocławski

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 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.

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

Building reusable representations

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Mateusz Michał Ostaszewski

Politechnika Warszawska

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