Dorota Wilk-Kołodziejczyk

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Assistant Professor

AGH University of Science and Technology

Poland

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Dorota Wilk-Kołodziejczyk is an Assistant Professor at AGH University of Science and Technology in Poland. Her research focuses on the application of artificial intelligence algorithms in material science, particularly in analyzing the microstructure of cast iron and corrosion mechanisms using neural networks. She is also involved in developing decision support tools for 3D printing and enhancing the casting process through machine learning techniques.

Recent Grants

Grant: Close

Opracowanie innowacyjnych rozwiązań techniczno- materiałowych w budowie autonomicznego agrorobota.

Open Date: 2019-06-01

Close Date: 2022-03-01

Grant: Close

„Innowacyjny proces produkcji odlewów żeliwnych z zastosowaniem inteligentnego systemu informacyjno-decyzyjnego”

Open Date: 2017-04-01

Close Date: 2018-07-01

Grant: Close

TOP 500 Innovators

Open Date: 2015-07-01

Close Date: 2015-09-01

Grant: Close

National Centre for Research and Development (Government)

Open Date: 2013-12-01

Close Date: 2016-11-01

Grant: Close

The information and decision making system support production of ADI

Open Date: 2013-12-01

Close Date: 2016-11-01

Articles (16)

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

Collaborators (9)

Bartlomiej Sniezynski

AGH University of Science and Technology

POLAND

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Marzanna Ksiazek

Lukasiewicz Research Network - Krakow Institute of Technology

POLAND

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Magdalena Bisztyga-Szklarz

Lukasiewicz Research Network - Krakow Institute of Technology

POLAND

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Marcin Małysza

Sieć Badawcza Łukasiewicz - Łódzki Instytut Technologiczny

POLAND

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Andrzej Opaliński

Assistant Professor

AGH University of Science and Technology

POLAND

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Jadwiga Kamińska

Assistant Professor, Plant manager

Lukasiewicz Research Network - Krakow Institute of Technology

POLAND

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D. Machulec

AGH University of Science and Technology

POLAND

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Katarzyna Major-Gabrys

assiociate professor/Ing. PhD

AGH University of Science and Technology

POLAND

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Adam Bitka

Lukasiewicz Research Network - Krakow Institute of Technology

POLAND

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Dorota Wilk-Kołodziejczyk

Research Interests

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About

Recent Grants

Articles (16)

Development of a model for detection and analysis of inclusions in tomographic images of iron castings using decision trees

Analysis of the Possibility of Using Selected Artificial Intelligence Algorithms for the Assessment of the Microstructure of Vermicular Cast Iron

Analysis of the possibility of using exploration and learning algorithms in the production of castings

Analysis of the impact of selected factors on the occurrence of corrosion in a specific material using neural networks

Analysis of the possibility of making a digital twin for devices operating in foundries

Decision support tool in the selection of powder for 3D printing

Application of a 3D-printed part with conformal cooling in high-pressure die casting mould and evaluation of stress state during exploitation

Selection of casting production parameters with the use of machine learning and data supplementation methods in order to obtain products with the assumed parameters

Analyze the Wear Mechanism of the Longwall Shearer Haulage System

Prediction of selected mechanical properties in austempered ductile iron with different wall thickness by the decision support systems

Modification of Casting Production Parameters in Order to Obtain Products with the Assumed Parameters with Using Machine Learning

Analysis of the possibility of using selected tools and algorithms in the classification and recognition of type of microstructure

Development of a CT Image Analysis Model for Cast Iron Products Based on Artificial Intelligence Methods

Technological Optimization of the Stirrup Casting Process with the Use of Computer Simulations

Computer modelling of the ablation casting process and prediction of the strength properties of AC-42000 castings

Comparison of the Classical Algorithm with the Training Algorithm in Scheduling Problem ADI Production

Collaborators (9)

Bartlomiej Sniezynski

Marzanna Ksiazek

Magdalena Bisztyga-Szklarz

Marcin Małysza

Andrzej Opaliński

Jadwiga Kamińska

D. Machulec

Katarzyna Major-Gabrys

Adam Bitka

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