Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms

Informazioni relative al progetto

PROMATAI

ID dell’accordo di sovvenzione: 101129698

DOI

10.3030/101129698

Data della firma CE 14 Agosto 2023

Data di avvio 1 Gennaio 2024

Data di completamento 31 Dicembre 2027

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 1 633 000,00

Coordinato da

SIEC BADAWCZA LUKASIEWICZ INSTYTUT MATERIALOW POLIMEROWYCH
Poland

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (2)

Bio(nano)composite properties report

Report on the study and selection of the bio(nano)composite (technological parameters, images, property tables).

Comparative study report of FOS (simulation and experiments)

Results of theoretical and experimental studies of FOS (virtual models, simulation and calculation results, technical drawings, performance tests)

Data Management Plan (1)

Data Management Plan

Data Management Plan will be prepared.

Pubblicazioni

Book chapters (14)

Design of a large-scale additive manufacturing unit for the processing of biodegradable materials

Autori: Štefčák, Pavol; Gajdoš, Ivan; Sarris, Ioannis; Ganusauskaitė, Akvilina
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686506

Random forest machine learning algorithm for screw design in polymer extrusion

Autori: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Karvelas, Evangelos; LIOSIS, CHRISTOS; Sofiadis, George; Pimenidou, Panagiota; Peppa, Sofia; Sarris, Ioannis
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14679217

Biodegradable polylactide materials containing starch: regularities of obtaining, structure and properties

Autori: Kulish-Pelenska, Bozhena; Levytskyi, Volodymyr; Katruk, Diana; Masyuk, Andrii; Kysil, Khrystyna; Spišák, Emil
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686439

Classification of porous materials using deep convolutional neural networks

Autori: Stegierski, Rafal; Charytanowicz, Małgorzata; MOUSTRIS, KONSTANTINOS; Lagounaris, Dionysios
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686541

Use of soluble polymers and their blends for the production of functionalized hydrogel materials

Autori: Levytskyi, Volodymyr; Hrytsenko, Taras; Dulebova, Ludmila; Sikora, Janusz
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686466

Development and testing of innovative solutions for the processing of medical films based on silver-filled nanocomposite hydrogels

Autori: Grytsenko, Oleksandr; Pukach, Petro; Yevtushenko, Mariya; Krasinskyi, Volodymyr; Rudawska, Anna
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686309

Communication of controllers and executive components in industrial devices

Autori: Buczaj, Marcin; Sumorek, Andrzej; Sofiadis, George; Bartnicki, Adrian
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14685998

Processing of polylactide-based composites with nanocarbon fillers

Autori: Kaczor, Daniel; Bajer, Krzysztof; Domek, Grzegorz; Raszkowska-Kaczor, Aneta; Szroeder, Paweł; Głogowska, Karolina
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686385

Advanced approaches and modern strategies in 5-axis milling for mould making

Autori: Varga, Ján; Spišák, Emil; Krasinskyi, Volodymyr; Katranas, George
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686564

Development of new technology for obtaining polyvinylpyrrolidone bio(nano)composites

Autori: Krasinskyi, Volodymyr; Dulebova, Ludmila; Bajer, Krzysztof; Krasinska, Oksana; Polychronopoulos, Nickolas; Manduľák, Dušan
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14679121

Biodegradable Polymers: properties and application

Autori: Dulebova, Ludmila; Moravskyi, Volodymyr; Dimaki, Vasiliki; Schinas, Georgios; Karnickas, Mindaugas
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686117

Combined polymer composites based on 3D printed polylactide matrices

Autori: Kechur, Dmytro; Levytskyi, Volodymyr; Katruk, Diana; Masyuk, Andrii; Davydovych, Artem; Krasinskyi, Volodymyr
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686405

Analysis of components of the chemical metallization solution

Autori: Moravskyi, Volodymyr; Kucherenko, Anastasiia; Dulebova, Ludmila; Roskovic, Radoslav
Pubblicato in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numero Volume 1, 2024
Editore: Technical University of Kosice
DOI: 10.5281/zenodo.14686488

Obtaining bio(nano)composite based on PBS and MWCNTs

Autori: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Pubblicato in: Modern polymer materials and technologies, 2024
Editore: Lviv Polytechnic Publishing House, Lviv, Ukraine
DOI: 10.5281/ZENODO.14626422

Conference proceedings (6)

Obtaining bio(nano)composite based on PBS and MWCNTs

Autori: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Pubblicato in: 5th International Scientific Conference on Advanced Polymer Materials and Technologies 2024, 2024
Editore: Lviv Polytechnic Publishing House
DOI: 10.5281/zenodo.14503368

Performance Evaluation of Feed Opening Section Based on Throughput Metrics

Autori: Kapral Viliam, Gajdoš Ivan, Manduľák Dušan, Krasinskyi Volodymyr
Pubblicato in: The International Conference Pro-Tech-Ma 2025. The Progressive Technologies and Materials in Mechanical Engineering, 2025
Editore: Lublin University of Technology
DOI: 10.5281/ZENODO.15837867

The study of the impact of feed opening shape and size on the throughput of the feed opening section of a single-screw extruder

Autori: Krasinskyi, Volodymyr; Bajer, Krzysztof; Bartnicki, Adrian; Dulebova, Ludmila; Gajdoš, Ivan; Buczaj, Marcin; Padleckas, Povilas
Pubblicato in: XVI Scientific and Technical Conference ‘Carbon Materials and Polymer Composites: Science and Industry 2025’, 2025
Editore: Sieć Badawcza Łukasiewicz - Instytut Materiałów Polimerowych
DOI: 10.5281/ZENODO.15221880

Analysis of the Selected Properties of Bio(nano)composites Based on PBS

Autori: Dulebova, Ludmila; Krasinskyi, Volodymyr; Polychronopoulos, Nickolas; Bajer, Krzysztof; Krasinska, Oksana
Pubblicato in: International Scientific Conference Progressive Technologies and Materials PRO-TECH-MA 2024, 2024
Editore: Rzeszów University of Technology Publishing House
DOI: 10.5281/zenodo.14503118

Structure and Properties of Bio(nano)composite Based on PBS and Carbon Nanotubes

Autori: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Padleckas, Povilas
Pubblicato in: 21st Scientific and Technical Conference on Engineering Polymers and Composites 2024, 2024
Editore: Silesian University of Technology
DOI: 10.5281/zenodo.14503286

Designing extrusion screws using artificial intelligence

Autori: Sikora, Janusz; Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Vlachopoulos, John; Sarris, Ioannis; Krasinskyi, Volodymyr
Pubblicato in: 40th International Conference of Polymer Processing Society (PPS-40), 2025
Editore: University of Auckland
DOI: 10.5281/ZENODO.15268542

Peer reviewed articles (6)

The mechanical properties of Bio(nano)composites based on PBS with the addition of CNTs

Autori: Dulebova, Ludmila; Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Karvelas, Evangelos G.
Pubblicato in: Transfer inovácií, Numero 49, 2024, ISSN 1337-7094
Editore: Technical University of Kosice
DOI: 10.5281/ZENODO.13343684

Thermodynamic and Technological Compatibility of Polyvinyl Chloride, Thermoplastic Polyurethane, and Bio-Plasticizer Blends

Autori: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Dulebova, Ludmila; Jachowicz, Tomasz; Szabo, Tamas J.; Major, Andrea Ádámné; Marossy, Kálmán
Pubblicato in: Polymers, Numero 17(9), 2025
Editore: MDPI
DOI: 10.3390/POLYM17091149

Multifunctional properties of bio-poly(butylene succinate) reinforced with multiwalled carbon nanotubes

Autori: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Kaczor, Daniel
Pubblicato in: Beilstein Journal of Nanotechnology, Numero 16, 2025
Editore: Beilstein-Institut
DOI: 10.3762/BJNANO.16.76

Implementation of Machine Learning in Flat Die Extrusion of Polymers

Autori: Polychronopoulos, Nickolas; Sarris, Ioannis; Vlachopoulos, John
Pubblicato in: Molecules, Numero 30(9), 2025
Editore: MDPI
DOI: 10.3390/MOLECULES30091879

Mechanical Properties of PVC/TPU Blends Enhanced with a Sustainable Bio-Plasticizer

Autori: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Szabó, Tamás; Polyákné Kovács, Annamária; Major, Andrea Ádámné; Marossy, Kálmán
Pubblicato in: Sustainability, Numero 17(5), 2025, ISSN 2071-1050
Editore: MDPI Open Access Publishing
DOI: 10.3390/SU17052033

Machine learning for screw design in single‐screw extrusion

Autori: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Sikora, Janusz; Krasinskyi, Volodymyr; Sarris, Ioannis; Vlachopoulos, John
Pubblicato in: Polymer Engineering & Science, Numero 65(5), 2025, ISSN 1548-2634
Editore: Wiley
DOI: 10.1002/PEN.27170

Monographic books (1)

Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms

Autori: Ludmila Dulebova, Volodymyr Krasinskyi
Pubblicato in: Numero Volume 1, 2024
Editore: Technical University of Kosice

Thesis and dissertations (2)

Production technology of biodegradable polymer composites containing carbon nanotubes and graphene with increased strength

Autori: Daniel Kaczor
Pubblicato in: PhD thesis, 2024
Editore: Kazimierz Wielki University, Poland

Analysis of mechanical properties of bio(nano)composites

Autori: Alexandra Baranova
Pubblicato in: Bachelor's Thesis, 2025
Editore: Technical University of Kosice, Slovakia