Projects funded by the NCN

Calculus of variation for Machine Learning Problems

Call: OPUS 28 , Panel: ST6

Principal investigator: dr hab. Błażej Grzegorz Miasojedow

Uniwersytet Warszawski

Adaptive hybrid parallelization of full-field microstructure evolution models with massive domains based on graph cellul...

Call: SONATA 20 , Panel: ST8

Principal investigator: dr Mateusz Sitko

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

GENIE-MRI: Generative Neural Networks for Image Exchange in breast MRI

Call: SONATA 20 , Panel: ST6

Principal investigator: dr Andrzej Liebert

Instytut Podstaw Informatyki PAN

BIOEMERGE: Emergent properties of developmental-evolutionary processes. A simulation approach to evo-devo

Call: OPUS 2 , Panel: ST6

Principal investigator: prof. Borys Jakub Wróbel

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Biologii

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

Analysis of quantitative models of computation

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr hab. Lorenzo Clemente

Uniwersytet Warszawski

From dense graphs to sparse ones and back again

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr Paweł Rzążewski

Politechnika Warszawska

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

Call: OPUS 27 , Panel: ST6

Principal investigator: dr Anna Węsierska

Politechnika Gdańska

Geospatially-oriented language models

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Łukasz Gramacki

Politechnika Wrocławska

F+E: Enchancing Perception through the Integration of Frame and Event Cameras

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Kamil Andrzej Jeziorek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Hardware-Aware Neural Network Design for Event-Based Object Detection

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Stanisław Wzorek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Beyond Worst-Case Analysis: Online Problems with Delays and Stochastic Arrival Times

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Michał Łukasz Pawłowski

IDEAS NCBR Sp. z o.o.

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

Algorithmic challenges of molecular evolution.

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Anna Barbara Gambin

Uniwersytet Warszawski

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

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

Decision Problems for Logics with Weak Forms of Recursion

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Bartosz Jan Bednarczyk

Uniwersytet Wrocławski

Intersection graphs of simple geometric objects - structure and algorithms

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Tomasz Krawczyk

Politechnika Warszawska

Functional motif-targeted RNA structure modeling

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska

Magnonic In-Memory Computing: Racetrack-Based Architectures for Neuromorphic Computing

Call: PRELUDIUM 23 , Panel: ST3

Principal investigator: Uladzislau Makartsou

Uniwersytet im. Adama Mickiewicza w Poznaniu

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

Analysis and design of memristive circuits for neuromorphic applications

Call: OPUS 27 , Panel: ST7

Principal investigator: prof. Zbigniew Janusz Galias

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Novel transformer-based architectures for time series classification based on symbolic data representation

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Agnieszka Jastrzębska

Politechnika Warszawska

Advancing Petri Net Theory: Deeper understanding to Classical Problems and Integration into Workflow Applications

Call: OPUS 27 , Panel: ST6

Principal investigator: dr Piotr Hofman

Uniwersytet Warszawski

Silesia's Territorialisations During the Polish Millennium Celebrations Period (1956-1967) – Competing Region's Images i...

Call: PRELUDIUM 23 , Panel: HS3

Principal investigator: Wiktoria Maria Tombarkiewicz-Gorzelik

Uniwersytet Jagielloński

Generative AI for the Physical World

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Longlai Qiu

IDEAS NCBR Sp. z o.o.

Development of a Plug-and-Play Middleware for Integrating Robot Sensor Data with GIS Tools in a Cloud Environment

Call: CHIST-ERA Call 2023 , Panel: ST6

Principal investigator: dr hab. Robert Wrembel

Politechnika Poznańska

Synthesis via active learning: theory and applications

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Jan Otop

Uniwersytet Wrocławski

Optical Quantum Sensors Based on Exciton-Polariton Interferometers.

Call: SONATINA 8 , Panel: ST3

Principal investigator: dr Andrzej Opala

Uniwersytet Warszawski

MLAdapt - Self-Adapting Machine Learning

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Bartłomiej Twardowski

IDEAS NCBR Sp. z o.o.

Identity Wallet in a Hostile Environment: Privacy and Trust By-Design

Call: OPUS 26 (LAP) , Panel: ST6

Principal investigator: prof. Mirosław Kutyłowski

Naukowa i Akademicka Sieć Komputerowa - Państwowy Instytut Badawczy

Experimental evaluation of the effect of perforating the composite profiles on the load-bearing behavior of concrete ele...

Call: SONATA 19 , Panel: ST8

Principal investigator: dr Krzysztof Adam Ostrowski

Politechnika Krakowska im. Tadeusza Kościuszki

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.

Randomized online algorithms.

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Anna Katarzyna Zych-Pawlewicz

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

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

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Kamil Deja

Politechnika Warszawska

Processing massive string data and beyond: algorithms and conditional lower bounds

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Paweł Maciej Gawrychowski

Uniwersytet Wrocławski, Wydział Matematyki i Informatyki

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

Exploring multiple loop motifs in RNA structures

Call: SONATA 19 , Panel: ST6

Principal investigator: dr hab. Tomasz Żok

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

Building reusable representations

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Mateusz Michał Ostaszewski

Politechnika Warszawska

Neural Environment Model and Motion Constraints in Robot Motion Planning

Call: OPUS 26 , Panel: ST6

Principal investigator: dr hab. Dominik Belter

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

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.

Unifying Macro-Evolutionary Models and Phylogenetic Networks

Call: OPUS 26 , Panel: ST6

Principal investigator: dr hab. Paweł Piotr Górecki

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

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

High-Dimensional Data Processing using Sample Compression and Dimensionality Reduction

Call: OPUS 26 , Panel: ST6

Principal investigator: dr Kunal Dutta

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Protecting Creativity: Towards Safe Generative Models

Call: OPUS 26 (LAP) , Panel: ST6

Principal investigator: dr hab. Tomasz Trzciński

Politechnika Warszawska

Modeling and simulation of thermal behaviour of many-core processors using FPGA

Call: OPUS 2 , Panel: ST6

Principal investigator: dr Krzysztof Sebastian Berezowski

Politechnika Wrocławska, Wydział Elektroniki

Efficient algorithms for NP-hard problems on planar graphs

Call: SONATA 19 , Panel: ST6

Principal investigator: dr Michał Włodarczyk

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki