Projects funded by the NCN

Dynamic Neural Networks for Efficient Machine Learning

Call: OPUS 23 , Panel: ST6

Principal investigator: dr hab. Tomasz Trzciński

Politechnika Warszawska, Wydział Elektroniki i Technik Informacyjnych

Deep conditional generative models

Call: OPUS 23 , Panel: ST6

Principal investigator: dr Marek Śmieja

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Bandgap engineering of hexagonal B(1-x-y)Al(x)Ga(y)N mixed crystals

Call: PRELUDIUM 21 , Panel: ST5

Principal investigator: Jakub Iwański

Uniwersytet Warszawski, Wydział Fizyki

The antibiofilm nanosystems based on of metal and nonmetal nanoparticles suspensions in natural deep eutectic solvents

Call: SONATINA 6 , Panel: NZ8

Principal investigator: dr Olga Długosz

Uniwersytet Przyrodniczy w Lublinie

MR-based TADF macrocycles aiming narrow deep blue fluorescence

Call: SONATA 17 , Panel: ST4

Principal investigator: dr Marli Ferreira

Politechnika Śląska

Video generation using deep learning

Call: SONATA 17 , Panel: ST6

Principal investigator: dr Piotr Tadeusz Biliński

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Deep volatiles cycle during subduction of the continental crust and crust-mantle interaction

Call: POLONEZ BIS 1 , Panel: ST10

Principal investigator: dr Alessia Borghini

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Geologii, Geofizyki i Ochrony Środowiska

Boosting particle physics simulations with neural networks

Call: SONATA 17 , Panel: ST2

Principal investigator: dr Tomasz Stebel

Uniwersytet Jagielloński, Wydział Fizyki, Astronomii i Informatyki Stosowanej

Ionic liquids and deep eutectic solvents towards development of biomineralization inspired materials

Call: SONATA 17 , Panel: ST5

Principal investigator: dr Marcin Wysokowski

Politechnika Poznańska, Wydział Technologii Chemicznej

New biosorbents from waste materials modified by green solvents for the purification of gaseous fuel streams.

Call: SONATA 17 , Panel: ST8

Principal investigator: dr Patrycja Makoś-Chełstowska

Politechnika Gdańska

Hypernetworks methods in Meta-Learning

Call: OPUS 22 , Panel: ST6

Principal investigator: dr Przemysław Ernest Spurek

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Biotope influence on genetic diversity, fitness traits, microbiome and embryonic diapause in the European roe deer

Call: OPUS 22 (LAP) , Panel: NZ9

Principal investigator: prof. Anna Justyna Korzekwa

Instytut Rozrodu Zwierząt i Badań Żywności PAN

Products of experts for robotic manipulation.

Call: POLONEZ BIS 1 , Panel: ST6

Principal investigator: dr Marek Kopicki

Politechnika Poznańska

Deep extraction for robust speech recognition

Call: SONATA BIS 11 , Panel: ST7

Principal investigator: dr hab. Konrad Karol Kowalczyk

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

Self-driving investments: building effective portfolios with deep reinforcement learning

Call: PRELUDIUM 20 , Panel: HS4

Principal investigator: dr Tomasz Kaczmarek

Uniwersytet Ekonomiczny w Poznaniu, Instytut Finansów

Personalized reasoning in Natural Language Processing

Call: OPUS 21 , Panel: ST6

Principal investigator: prof. Przemysław Ryszard Kazienko

Politechnika Wrocławska

A novel two-component method for augmenting gait cycles in biometric personal identification systems

Call: PRELUDIUM 20 , Panel: ST6

Principal investigator: Aleksander Sawicki

POLITECHNIKA BIAŁOSTOCKA

CHAMPACa. Computer-generated Holography: Apodization Mask with Phase and Amplitude Control

Call: PRELUDIUM 20 , Panel: ST7

Principal investigator: Joanna Starobrat

Politechnika Warszawska, Wydział Fizyki

Deep neural architectures for unsupervised graph representation learning

Call: PRELUDIUM 20 , Panel: ST6

Principal investigator: Piotr Bielak

Politechnika Wrocławska

Management of bio fraction waste for two-stage biohydrogen production with simultaneous treatment of gaseous streams wit...

Call: OPUS 21 , Panel: ST8

Principal investigator: dr hab. Jacek Robert Gębicki

Politechnika Gdańska

Behavioral and physiological response of roe deer (Capreolus capreolus) to wind farms in an agricultural landscape.

Call: OPUS 21 , Panel: NZ9

Principal investigator: dr Daniel Klich

Szkoła Główna Gospodarstwa Wiejskiego w Warszawie, Instytut Nauk o Zwierzętach

Classification and detection of 3D DBT volumes to aid radiologists in breast cancer screening

Call: PRELUDIUM 20 , Panel: ST6

Principal investigator: Jakub Piotr Chłędowski

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Deep Self-Organizing Neural Graphs

Call: OPUS 21 , Panel: ST6

Principal investigator: prof. Jacek Tabor

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Development of a deep learning-based methodology for reproducible classification of airborne laser scanning point clouds...

Call: PRELUDIUM 20 , Panel: ST10

Principal investigator: Agata Walicka

Uniwersytet Przyrodniczy we Wrocławiu

[inPHASE] Inference algorithms for fringe pattern based quantitative phase imaging

Call: PRELUDIUM 20 , Panel: ST7

Principal investigator: dr Maria Cywińska

Politechnika Warszawska, Wydział Mechatroniki

Fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning

Call: PRELUDIUM 20 , Panel: ST7

Principal investigator: dr Maciej Skowron

Politechnika Wrocławska

COLONISERS - COLONIsation of abySsal EnviRonmentS – phylogeny and zoogeography of deep-sea Typhlotanaidae (Tanaidacea: C...

Call: PRELUDIUM 20 , Panel: NZ8

Principal investigator: dr Marta Karolina Gellert

Uniwersytet Łódzki, Wydział Biologii i Ochrony Środowiska

Advanced algorithms for identification of electrophysiological features underlying encoding and recall of human memory i...

Call: WEAVE-UNISONO , Panel: NZ4

Principal investigator: dr Michał Tomasz Kucewicz

Politechnika Gdańska

Assessing protein-ligand complexes with ML/DL models trained on molecular dynamics-based descriptors.

Call: OPUS 20 , Panel: ST4

Principal investigator: dr hab. Paweł Aleksander Siedlecki

Instytut Biochemii i Biofizyki PAN

Multiscale analysis of the influence of technological parameters of the natural deep eutectic solvents extraction proces...

Call: PRELUDIUM BIS 2 , Panel: ST8

Principal investigator: dr hab. Izabela Urszula Pawlaczyk-Graja

Politechnika Wrocławska

Change in Deep Convective Clouds Activity over Europe as a response to the Climate Change

Call: OPUS 20 , Panel: ST10

Principal investigator: dr hab. Andrzej Zbigniew Kotarba

Centrum Badań Kosmicznych PAN

Tell your story. Social communication in autism: a computational approach

Call: SONATA 16 , Panel: HS6

Principal investigator: dr Izabela Maria Chojnicka

Uniwersytet Warszawski

Deep Generative View on Continual Learning

Call: OPUS 20 , Panel: ST6

Principal investigator: dr hab. Tomasz Trzciński

Politechnika Warszawska, Wydział Elektroniki i Technik Informacyjnych

Neotectonic evolution of the Northern Calcareous Alps determined through fault-slip analysis, radiometric dating of cave...

Call: SONATA 16 , Panel: ST10

Principal investigator: dr Jacek Mikołaj Szczygieł

UNIWERSYTET ŚLĄSKI, Wydział Nauk Przyrodniczych

Recording and modulation of high frequency neurophysiological activities underlying encoding and recall of human memory.

Call: OPUS 20 (LAP) , Panel: NZ4

Principal investigator: dr Michał Tomasz Kucewicz

Politechnika Gdańska

The neural network of solidi. Contacts between Romano-Byzantine and barbarian worlds in the light of die-linked gold coi...

Call: OPUS 20 , Panel: HS3

Principal investigator: dr hab. Kyrylo Myzgin

Uniwersytet Warszawski, Wydział Archeologii

Artificial intelligence-driven design and discovery of chiral phosphoric acid catalysed reactions

Call: Polskie Powroty NAWA 2020 , Panel: ST4

Principal investigator: dr Jarosław Marek Granda

Instytut Chemii Organicznej Polska Akademia Nauk

Interpretability of Deep Neural Networks for Radiomics

Call: CHIST-ERA2019 , Panel: ST6

Principal investigator: dr Neo Christopher Honghoon Chung

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Disposable baby diapers: toxic compounds monitoring by application of new analytical methodologies

Call: OPUS 19 , Panel: ST4

Principal investigator: dr hab. Justyna Małgorzata Płotka-Wasylka

Politechnika Gdańska, Wydział Chemiczny

Thinking Far Ahead: Long-horizon planning using deep model-based reinforcement learning

Call: PRELUDIUM 19 , Panel: ST6

Principal investigator: Piotr Józef Kozakowski

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Deep generative models for 3D representations

Call: OPUS 19 , Panel: ST6

Principal investigator: dr Maciej Mateusz Zięba

Politechnika Wrocławska

Studies on selective removal of volatile organosulfur compounds from model biogas stream using deep eutectic solvents

Call: PRELUDIUM 19 , Panel: ST4

Principal investigator: dr Edyta Kinga Słupek

Politechnika Gdańska

Hybrid models of reasoning

Call: OPUS 19 , Panel: HS1

Principal investigator: dr hab. Maciej Malicki

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Solving the puzzle of deep intronic splicing variants as missing elements in the genetic landscape of Usher syndrome

Call: PRELUDIUM 19 , Panel: NZ5

Principal investigator: Anna Maria Sarosiak

Instytut Fizjologii i Patologii Słuchu

Microbial Dissolved Organic Matter utilisation at the near-sediment waters in the Baltic Sea Deeps

Call: POLS , Panel: ST10

Principal investigator: dr Alexandra Loginova

Instytut Oceanologii PAN

Combination of Molecular Simulation and Deep Learning for De Novo Drug Design

Call: PRELUDIUM 19 , Panel: ST6

Principal investigator: dr Tomasz Jakub Danel

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Artificial intelligence in integrated archaeological landscape research. Development and application of automated data c...

Call: OPUS 19 , Panel: HS3

Principal investigator: Piotr Paweł Wroniecki

Uniwersytet Warszawski, Wydział Archeologii

Rocksalt (MgZn)O alloys and (MgZn)O/MgO quantum structure and theirapplication in deep-ultraviolet light-emitters.

Call: OPUS 19 , Panel: ST8

Principal investigator: dr hab. Henryk Grzegorz Teisseyre

Instytut Fizyki PAN

Affective computing: deep learning in emotion recognition from physiological signals

Call: OPUS 19 , Panel: ST6

Principal investigator: prof. Przemysław Ryszard Kazienko

Politechnika Wrocławska

Dissecting the clinical complexity of 22q11 Deletion Syndrome by deep phenotyping and functional genomics.

Call: OPUS 19 , Panel: NZ5

Principal investigator: dr hab. Beata Anna Nowakowska

Instytut Matki i Dziecka