Projects funded by the NCN

Zinc and lead metallurgical slags - testing ground for investigation of behaviour of potentially toxic elements in the c...

Call: OPUS 7 , Panel: ST10

Principal investigator: dr hab. Aleksandra Lidia Gawęda

UNIWERSYTET ŚLĄSKI, Wydział Nauk o Ziemi

Gaussian and Belief Networks in Bayesian Adaptation and Optimization of Behavioral Patterns [javascript:void(0);]

Call: PRELUDIUM 1 , Panel: ST6

Principal investigator: dr Michał Matuszak

Uniwersytet Mikołaja Kopernika, Wydział Matematyki i Informatyki

Consistent and scalable learning algorithms for structured output prediction

Call: SONATA 5 , Panel: ST6

Principal investigator: dr Krzysztof Jerzy Dembczyński

Politechnika Poznańska, Wydział Informatyki

Analysis of the structural and functional mechanisms of action of the nicotinic receptors modulators.

Call: SONATA 5 , Panel: NZ7

Principal investigator: dr Katarzyna Małgorzata Targowska-Duda

Uniwersytet Medyczny w Lublinie, Wydział Farmaceutyczny z Oddziałem Analityki Medycznej

Low pressure catalitic synthesis of novel beta-lactone monomers and their anionic ring-opening (co)polymerization leadin...

Call: OPUS 4 , Panel: ST5

Principal investigator: prof. Marek Marian Kowalczuk

Centrum Materiałów Polimerowych i Węglowych PAN

DISQUSS: Diversified Suggestions for Queries on Semi-structured Data Sets

Call: OPUS 4 , Panel: ST6

Principal investigator: dr Marcin Rafał Sydow

Instytut Podstaw Informatyki PAN

Cognitive Hierarchical Active Partitions

Call: SONATA 3 , Panel: ST6

Principal investigator: dr Arkadiusz Tomczyk

Politechnika Łódzka, Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej

Methodology of designing of organizational systems of enterprise

Call: OPUS 2 , Panel: HS4

Principal investigator: prof. Adam Stabryła

UNIWERSYTET EKONOMICZNY W KRAKOWIE, Wydział Zarządzania

Local Causal Explainability of Machine Learning Models: Game-Theoretic Methods for Reliable Feature Attribution

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Mateusz Maciej Gajewski

Politechnika Poznańska

Identification of proteolytic cleavage sites in peptide substrates using coarse-grained docking and machine learning met...

Call: OPUS 29 , Panel: NZ1

Principal investigator: dr hab. Michał Koliński

Instytut Medycyny Doświadczalnej i Klinicznej im. Mirosława Mossakowskiego PAN

Analysis of the multiphase transformations of secondary organic aerosols using machine learning

Call: OPUS 29 , Panel: ST10

Principal investigator: prof. Tomasz Jan Gierczak

Uniwersytet Warszawski

Design-ready forward and inverse surrogate modeling of high-frequency structures using deep learning and dimensionality ...

Call: OPUS 29 , Panel: ST7

Principal investigator: dr hab. Anna Pietrenko-Dąbrowska

Politechnika Gdańska

Flow Boiling Heat Transfer in Annular and Rectangular Minichannels Using Machine Learning-Based Modeling

Call: OPUS 29 , Panel: ST8

Principal investigator: prof. Magdalena Janina Piasecka

POLITECHNIKA ŚWIĘTOKRZYSKA

Modeling the impact of climate change-induced multifactorial stress on winter barley de-acclimation, leading to the iden...

Call: SONATA 20 , Panel: NZ1

Principal investigator: dr Przemysław Leszek Kopeć

Instytut Fizjologii Roślin im. Franciszka Górskiego PAN

Exploring new infrared phosphors aided by machine learning

Call: SONATA 20 , Panel: ST3

Principal investigator: dr Tadeusz Franciszek Leśniewski

Uniwersytet Gdański

CARET: Context-Aware Interpretation of Human Actions for Implementation in Assistive Robotics

Call: SONATA 20 , Panel: ST7

Principal investigator: dr Vibekananda Dutta

Politechnika Warszawska

From Static to Dynamic: Integrating Glycan Dynamics into Structural Biology

Call: SONATA BIS 14 , Panel: NZ1

Principal investigator: dr Mateusz Sikora

Uniwersytet Jagielloński

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

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

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

Functional motif-targeted RNA structure modeling

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska

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

Call: PRELUDIUM 23 , Panel: ST5

Principal investigator: Kamila Jarzyńska

Uniwersytet Gdański

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

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

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

Barely Visible: low surface brightness Universe in the LSST era

Call: MAESTRO 15 , Panel: ST9

Principal investigator: prof. Agnieszka Pollo

Narodowe Centrum Badań Jądrowych

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

Computable structure theory, and philosophy of mathematical structuralism

Call: OPUS 25 , Panel: HS1

Principal investigator: dr Dariusz Kalociński

Instytut Podstaw Informatyki PAN

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

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 PAN

Data-driven materials design: Artificial Intelligence as a tool supporting the synthesis of nanocomposites with hierarch...

Call: OPUS 25 , Panel: ST5

Principal investigator: prof. Marta Eliza Płońska-Brzezińska

Uniwersytet Medyczny w Białymstoku

Evolutionary-scale interpretation of protein functions in the human gut microbiome

Call: WEAVE-UNISONO , Panel: NZ2

Principal investigator: dr Tomasz Kościółek

Uniwersytet Jagielloński, Małopolskie Centrum Biotechnologii Uniwersytetu Jagiellońskiego

Targeting nucleic acid-protein complexes with small molecules using a deep-learning framework

Call: SONATINA 7 , Panel: NZ1

Principal investigator: dr Ryhor Nikalayeu

Międzynarodowy Instytut Biologii Molekularnej i Komórkowej

Machine learning and advanced NMR crystallography - complementary tools for optimizing the pathways of synthesis, predic...

Call: OPUS 24 (LAP) , Panel: ST4

Principal investigator: prof. Marek Józef Potrzebowski

Centrum Badań Molekularnych i Makromolekularnych PAN

Step beyond classical lipophilicity - modeling of phospholipids affinity using immobilized artificial membranes chromato...

Call: SONATA 18 , Panel: NZ7

Principal investigator: dr hab. Krzesimir Ciura

Gdański Uniwersytet Medyczny, Wydział Farmaceutyczny

Computational design of magnetic metal-organic frameworks using ab initio crystal structure prediction

Call: PRELUDIUM BIS 4 , Panel: ST5

Principal investigator: dr hab. Mihails Arhangelskis

Uniwersytet Warszawski, Wydział Chemii

Unsupervised specification-driven design of antenna structures using artificial intelligence and machine learning

Call: OPUS 24 , Panel: ST7

Principal investigator: prof. Sławomir Kozieł

Politechnika Gdańska, Wydział Elektroniki, Telekomunikacji i Informatyki

Fundamental studies on novel ultrastable glasses and multilayer polymer nanocomposites leading to its practical applicat...

Call: SONATA 17 , Panel: ST5

Principal investigator: dr Aparna BEENA UNNI

UNIWERSYTET ŚLĄSKI

Efficient and stable encoding of information in stochastic synapses from a physical point of view

Call: OPUS 21 , Panel: ST3

Principal investigator: dr hab. Jan Karbowski

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Searching for free rare earth and rare earth free permanent magnets using machine learning

Call: OPUS 21 , Panel: ST5

Principal investigator: dr hab. Mirosław Mateusz Werwiński

Instytut Fizyki Molekularnej PAN

Optical-numerical identification of nanoparticle suspensions in evaporating microdroplets

Call: OPUS 21 , Panel: ST3

Principal investigator: dr hab. Daniel Jakubczyk

Instytut Fizyki PAN

Towards the integrated molecular modelling – machine learning (MM-ML)" computational method for supporting the design of...

Call: SHENG 2 , Panel: ST5

Principal investigator: prof. Tomasz Puzyn

Uniwersytet Gdański, Wydział Chemii

Reinforcement learning for semi-active structural control and decentralized mitigation of vibrations: development of new...

Call: OPUS 20 , Panel: ST8

Principal investigator: dr hab. Łukasz Michał Jankowski

Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

PACIS: Precision and Accuracy for Cosmological Imaging Surveys

Call: SONATA BIS 10 , Panel: ST9

Principal investigator: dr Maciej Andrzej Bilicki

Centrum Fizyki Teoretycznej PAN

Learning Latent Data Structure from Observations

Call: OPUS 18 , Panel: ST6

Principal investigator: dr hab. Piotr Wnuk-Lipiński

Uniwersytet Wrocławski, Wydział Matematyki i Informatyki

Microstructure evolution of Ta-Ti-V-W high-entropy alloys: from ab initio modelling to additive manufacturing technology

Call: SONATA 15 , Panel: ST5

Principal investigator: dr hab. Jan Stanisław Wróbel

Politechnika Warszawska, Wydział Inżynierii Materiałowej

Neuromorphic computing with quantum fluids of light

Call: PRELUDIUM 18 , Panel: ST3

Principal investigator: Andrzej Opala

Instytut Fizyki PAN

Differential activity of ribonucleotide repair on leading and lagging DNA strand and its consequences for the mechanism ...

Call: PRELUDIUM 18 , Panel: NZ1

Principal investigator: Krystian Łazowski

Instytut Biochemii i Biofizyki PAN