Application of artificial intelligence in data analysis and prediction in the metal casting productions. Prof. Dorota Wilk-Kołodziejczyk
The TeCIP Institute is organizing the seminar titled “Application of artificial intelligence in data analysis and prediction in metal casting productions”, featuring Prof. Dorota Wilk-Kołodziejczyk.
ABSTRACT
The seminar is divided into two parts. In the first, Prof. Wilk-Kołodziejczyk will present her team’s work on applying artificial intelligence to industrial processes, with a focus on intelligent decision-support tools for casting production, automated processing of production data, and the development of predictive models for optimizing process parameters. She will also discuss current challenges and future research directions.
The second part will be dedicated to research activities in microstructure image analysis, with particular attention to the challenges of segmenting irregular elements that share few common features—an area currently explored by her doctoral students under her supervision.
SPEAKER
Dorota Wilk-Kołodziejczyk is an Associate Professor at the AGH University of Science and Technology in Krakow and leads the area dedicated to artificial intelligence applications in industry at the Łukasiewicz-Kraków Institute of Technology.
Her research focuses on the use and adaptation of machine learning and data mining techniques to develop predictive models based on industrial data, particularly in the metal casting sector.
She is the co-author of over 100 publications in materials engineering, metallurgy, and industrial IT applications. She serves on the scientific committees of international conferences and acts as a reviewer for international journals as well as national and international research and R&D projects.