Projects funded by the NCN

Development of a roughness model for drag prediction in minichannel flows using machine learning

Call: OPUS 29 , Panel: ST8

Principal investigator: prof. Włodzimierz Grzegorz Wróblewski

Politechnika Śląska

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

Uncertainty in Memory Judgments: Selected Distortions in Memory Representations of Events

Call: OPUS 29 , Panel: HS6

Principal investigator: dr hab. Marek Antoni Nieznański

Uniwersytet Kardynała Stefana Wyszyńskiego w Warszawie

NMR Spectroscopy as Molecular Language: A Deep Learning Approach to Bioactivity Prediction

Call: PRELUDIUM 24 , Panel: NZ7

Principal investigator: Arkadiusz Bogumił Leniak

Instytut Farmakologii PAN

Genomic backgrounds of adaptive response of European ash (Fraxinus excelsior L.) populations to ash dieback disease caus...

Call: SONATA 20 , Panel: NZ9

Principal investigator: dr Joanna Meger

Uniwersytet Kazimierza Wielkiego

ARTEMANN: a method for identifying structural motifs and binding sites in RNA and DNA 3D structures

Call: SONATA 20 , Panel: NZ2

Principal investigator: dr Evgenii Baulin

Międzynarodowy Instytut Mechanizmów i Maszyn Molekularnych Polskiej Akademii Nauk

Diffusion magnetic resonance imaging for accurate white matter tracking in peritumoral tissue to enhance surgical planni...

Call: PRELUDIUM 23 , Panel: NZ4

Principal investigator: Joan Falcó-Roget

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

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

Using genetic and epigenetic data to predict human facial features – developing a theoretical basis for face prediction....

Call: OPUS 27 , Panel: NZ8

Principal investigator: prof. Wojciech Branicki

Uniwersytet Jagielloński

Interaction between temporal predictability and action control in ADHD and Parkinson's Disease: behavioural, neurophysio...

Call: SONATINA 8 , Panel: HS6

Principal investigator: dr Inga Justyna Korolczuk

Uniwersytet Medyczny w Lublinie

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

Conifers under pressure: genomic prediction of Juniperus communis L.vulnerability to ongoing climate change

Call: OPUS 26 , Panel: NZ8

Principal investigator: dr hab. Monika Dering

Uniwersytet Przyrodniczy w Poznaniu, Wydział Leśny i Technologii Drewna

Predictive modelling of pulsating waterjet erosion of biometals (25-14017L)

Call: OPUS 26 (LAP) , Panel: ST8

Principal investigator: dr Munish Kumar Gupta

Politechnika Opolska, Wydział Mechaniczny

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

Predicton and memory: The effects of statistical predictions on the encoding of information in episodic memory

Call: SONATA BIS 13 , Panel: HS6

Principal investigator: dr Paweł Stróżak

Katolicki Uniwersytet Lubelski Jana Pawła II

Theoretical prediction, chemical synthesis and biological analysis of a novel class of HSPA5 inhibitors

Call: OPUS 25 , Panel: ST4

Principal investigator: prof. Arkadiusz Chworoś

Centrum Badań Molekularnych i Makromolekularnych PAN

Prediction of thermo-elastic properties of composite materials in the system of reactive silica with alkali metal hydrox...

Call: PRELUDIUM 22 , Panel: ST8

Principal investigator: Kinga Katarzyna Dziedzic

Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

Introduction of machine learning algorithms to the prediction of in-flight feedstock thermophysical properties during su...

Call: PRELUDIUM 22 , Panel: ST8

Principal investigator: Tomasz Adrian Kiełczawa

Politechnika Wrocławska

Toxicity prediction for Novichoks: estimation of selected toxicological parameters for Novichoks as organophosphorus com...

Call: PRELUDIUM 22 , Panel: NZ7

Principal investigator: Maciej Noga

Instytut Ekspertyz Medycznych w Łodzi

Thermo-mechanical analysis of propagating instabilities in metals– from experiments to reliable numerical prediction

Call: WEAVE-UNISONO , Panel: ST8

Principal investigator: prof. Jerzy Krzysztof Pamin

Politechnika Krakowska im. Tadeusza Kościuszki

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

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

Towards understanding of polymorphism and crystallization pathways of organic molecular crystals

Call: SONATA BIS 12 , Panel: ST4

Principal investigator: dr hab. Marta Katarzyna Dudek

Centrum Badań Molekularnych i Makromolekularnych PAN

Degradation processes of mechanically loaded structures in hydrogen environment

Call: OPUS 23 , Panel: ST8

Principal investigator: dr hab. Magdalena Maria Mieloszyk

Instytut Maszyn Przepływowych im. Roberta Szewalskiego PAN

Multi-band prediction of millimeter-wave propagation effects for dynamic and fixed scenarios in rugged time-varying envi...

Call: OPUS 22 (LAP) , Panel: ST7

Principal investigator: dr hab. Jan Marcin Kelner

Wojskowa Akademia Techniczna im. Jarosława Dąbrowskiego, Wydział Elektroniki

Significance of coronary artery disease in patients with aortic stenosis undergoing transcatheter aortic valve implantat...

Call: SONATA 17 , Panel: NZ5

Principal investigator: dr Rafał Ryszard Wolny

Instytut Kardiologii im. Prymasa Tysiąclecia Stefana Kardynała Wyszyńskiego

Biological code of knots – identification of knotted patterns in biomolecules via AI approach

Call: OPUS 22 (LAP) , Panel: NZ1

Principal investigator: dr hab. Joanna Ida Sułkowska

Uniwersytet Warszawski, Centrum Nowych Technologii Uniwersytetu Warszawskiego

Machine learning based prediction of extreme events in networks of coupled mechanical oscillators

Call: OPUS 22 , Panel: ST8

Principal investigator: prof. Tomasz - Kapitaniak

Politechnika Łódzka, Wydział Mechaniczny

Prediction-based normalization for developmental heterochrony in parallel molecular-level and phenomic studies in plants

Call: OPUS 22 (LAP) , Panel: NZ9

Principal investigator: prof. Paweł Bolesław Krajewski

Instytut Genetyki Roślin PAN

Multi-scale method for amyloid fibril assembly using protofilament structures predicted by coarse-grained docking simula...

Call: OPUS 22 , Panel: NZ2

Principal investigator: dr Michał Koliński

Instytut Medycyny Doświadczalnej i Klinicznej im. Mirosława Mossakowskiego PAN

Genesis and course of anthropogenic and natural deformations of theterrain in post-mining areas of the former brown coal...

Call: OPUS 22 , Panel: ST10

Principal investigator: dr hab. Jan Barnaba Blachowski

Politechnika Wrocławska

Improving prediction of Earth Orientation Parameters for real-time geodesy

Call: OPUS 22 (LAP) , Panel: ST10

Principal investigator: prof. Jolanta Nastula

Centrum Badań Kosmicznych PAN

Process Fault Prediction and Detection

Call: OPUS 21 , Panel: ST7

Principal investigator: dr hab. Jerzy Antoni Baranowski

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Elektrotechniki, Automatyki, Informatyki i Inżynierii Biomedycznej

Gut microbiota in hospitalized children and the risk prediction for nosocomial diarrhea – a nested case-control study.

Call: PRELUDIUM 20 , Panel: NZ6

Principal investigator: dr Jan Maciej Łukasik

Warszawski Uniwersytet Medyczny

Evolutionary genomics: Modeling and prediction of progression of breast and lung cancer

Call: OPUS 21 , Panel: NZ2

Principal investigator: prof. Marek Kimmel

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

Application of machine-learning to clinical and imaging data for prediction of adverse events in patients undergoing tra...

Call: OPUS 21 , Panel: NZ5

Principal investigator: dr Jacek Kwiecinski

Instytut Kardiologii im. Prymasa Tysiąclecia Stefana Kardynała Wyszyńskiego

Key odorants selection based on their kinetic and degradation with the atmospheric components within the prediction of o...

Call: OPUS 21 , Panel: ST8

Principal investigator: dr Radosław Jacek Barczak

Uniwersytet Warszawski, Wydział Chemii

The occurrence of supercell thunderstorms across Poland and their accompanying environments

Call: PRELUDIUM 20 , Panel: ST10

Principal investigator: Krzysztof Stanisław Piasecki

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Nauk Geograficznych i Geologicznych

Prediction and characterization of crossing-over landscape in oilseed rape (Brassica napus) using long-read sequencing a...

Call: PRELUDIUM 20 , Panel: NZ2

Principal investigator: Piotr Mateusz Kopeć

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Biologii

Modelling and forecasting business location in context of economies of density. Theoretical, methodological and empirica...

Call: OPUS 21 , Panel: HS4

Principal investigator: dr hab. Katarzyna Magdalena Kopczewska

Uniwersytet Warszawski, Wydział Nauk Ekonomicznych

Fatigue behavior and life assessment of CFRP structures under global non-proportional multiaxial loading conditions

Call: PRELUDIUM 20 , Panel: ST8

Principal investigator: Szymon Jan Duda

Politechnika Wrocławska

Pioneering fatigue life prediction model based on the Gaussian process in conjunction with machine learning

Call: OPUS 21 , Panel: ST8

Principal investigator: prof. Aleksander Gracjan Karolczuk

Politechnika Opolska, Wydział Mechaniczny

Towards an integrative model of reward prediction error in substance and behavioural addictions: ERP study

Call: SHENG 2 , Panel: HS6

Principal investigator: dr hab. Mateusz Gola

Instytut Psychologii PAN

Predicting 3D RNA structures using Generative Adversarial Networks

Call: PRELUDIUM BIS 2 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

Visibility Prediction Framework – a next-generation model for visibility in smoke in built environment

Call: OPUS 20 (LAP) , Panel: ST8

Principal investigator: dr hab. Wojciech Węgrzyński

Instytut Techniki Budowlanej

Circular RNAs, new biomarkers panel and machine learning in prediction of acute kidney injury prediction in adult, hemat...

Call: PRELUDIUM BIS 2 , Panel: NZ5

Principal investigator: prof. Jolanta Małyszko

Warszawski Uniwersytet Medyczny

Does using of text mining in bankruptcy prediction models pay off? An earlywarning system development

Call: SONATA 16 , Panel: HS4

Principal investigator: dr Sebastian Klaudiusz Tomczak

Politechnika Wrocławska

Data-driven control and performance assessment for industrial batch processes

Call: OPUS 20 , Panel: ST7

Principal investigator: dr hab. Wojciech Paszke

Uniwersytet Zielonogórski, Wydział Nauk Inżynieryjno-Technicznych

Machine learning, bio-modeling and medical image processing in prediction of metastases in lung cancer

Call: OPUS 19 , Panel: ST6

Principal investigator: prof. Andrzej Świerniak

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

Towards automatic derivation of geometry-based descriptors as surrogates for complex structural approaches in enzyme-sub...

Call: PRELUDIUM 19 , Panel: NZ2

Principal investigator: Carlos Eduardo Sequeiros Borja

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Biologii