Assistant Professor, Silesian University of Techology
Research Area: Multiphysics Simulations, Multiscale modeling, Artificial Intelligence, In-silico Design of Functional Materials
Professor, KU Leuven
Research Area: Phase field method, Materials Informatics, Alloy Design, Microstructure Modeling (More information available at Microstructure Simulation Lab Leuven )
Project: DECLARMIMA
Research Area: Mesoscale simulations, MeshGraphNet, Functional Materials , Density functional theory study of temperature dependent properties, Digitals models as design tools for metamorphic manufacturing
Project : DECLARMIMA
Research Area:
Mesoscale simulations for solid materials undergoing laser treatment, LSTM for predicting microstructure evolution, Thermodynamic tensor models for multicomponent alloys design, Bayesian machine learning for uncertainty prediction at laser-material interface, Digital twins, Small language models for materials design
Personal Webpage: Link
Project: DENDRITEPHASE (Leuven and Gliwice)
Research Area: Phase field modeling (All Solid State Batteries), Grain Boundary Engineering at mesoscale, Polymer electrolytes, Machine learning
Project : DECLARMIMA
Research Area:
Natural Language Processing, Image Data Analysis, Numerical Fingerprinting of Multicomponent Microstructure, Featurization of Laser Processing
Project: DENDRITEPHASE (Leuven and Gliwice)
Research Area: Phase field modeling (in context of Liquid Electrolyte), Integrated Generative AI (Knowledge graph and Language Models)
Project: DENDRITEPHASE (Gliwice)
Research Area: Multiscale simulations (Electrochemical systems), Machine learning on Electrochemical impedance spectroscopy dataset
Duration of Research Stay: 2022-2024 (Specialist support in DECLARMIMA project)
Current Employment: Assistant Professor, Silesian University of Technology
Duration of Research Stay: 2023-2024 (Post-doc in DECLARMIMA project)
Current employment : Liaoning Academy of Materials, Shenyang, China