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

Video segmentation of irregular objects in the presence of noise/artifacts.

Call: OPUS 27 , Panel: ST6

Principal investigator: dr Anna Węsierska

Politechnika Gdańska

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

AI-based model for fast and label-free identification of BAALC overexpression in acute myeloid leukemia cells

Call: PRELUDIUM 23 , Panel: NZ1

Principal investigator: Paulina Małgorzata Laskowska

Instytut Hematologii i Transfuzjologii

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.

New architectures and algorithms for neurosymbolic deep learning

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Leszek Wyrwiński

Politechnika Poznańska

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.

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

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

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, Wydział Farmaceutyczny z Oddziałem Analiutyki Medycznej

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

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

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

The Effects of Generative Artificial Intelligence on Higher-Order Cognitive Functions

Call: OPUS 27 , Panel: HS6

Principal investigator: Dawid Jarosław Ratajczyk

Uniwersytet im. Adama Mickiewicza w Poznaniu

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

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.

Evolution of behaviors of economic entities with bounded rationality

Call: OPUS 26 , Panel: HS4

Principal investigator: dr Fryderyk Falniowski

UNIWERSYTET EKONOMICZNY W KRAKOWIE, Kolegium Ekonomii, Finansów i Prawa

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

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Kamil Deja

Politechnika Warszawska

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

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.