Computer vision / scientific imaging / research software
Assistant Professor at the Institute of Experimental Physics, University of Wrocław. His research interests focus on STM/EC-STM and LEED image data analysis, as well as the development of computer vision and deep learning tools for experimental data. His teaching activities and course materials include, among others, mobile device programming and deep learning.
Contact
Original scientific tools for the analysis, visualization, and processing of experimental data.
Research, teaching, and software development projects.
Teaching materials, notes, and resources for students.
Scientific publications, bibliographic data, and DOI links.
Software
Original scientific tools for the analysis, visualization, and processing of experimental data.
2026 / Testing and stabilization
PyQt desktop application for synchronized STM datasets: registration, molecule detection, manual annotation, grouping, acquisition-aware analysis and data export.
2026 / Active research software
PyQt6 desktop application for LEED sequence analysis: diffraction-spot detection, tracking, trajectory correction, 2D Gaussian fitting and quantitative-result export.
Projects
Research, teaching, and software development projects.
Lead / tooling / Active
A project developing desktop applications for STM, EC-STM and LEED data analysis: from curation, registration, detection and tracking to validated metrics and result export.
Research software / data analysis / Active development
Development of software tools for the NETCAT Group: STM/EC-STM analysis, object detection and tracking, lattice metrology, expert-assisted deep learning and human-in-the-loop workflows from raw images to quantitatively validated results.
Teaching
Teaching materials, notes, and resources for students.
Mobile Programming 1
Introductory course covering Kotlin fundamentals and Android app development with Jetpack Compose.
Mobile Programming 2
Continuation of the mobile programming course covering navigation, application architecture, local databases, external data services, Android Jetpack components and dependency injection.
Theses
Supervised and proposed thesis projects, mainly engineering theses in mobile applications, software and research tooling.
Open topics
A list of proposed thesis topics for students looking for an engineering or diploma thesis project.
In progress
Thesis projects currently in progress, with space for project status, scope and technologies.
Publications
Scientific publications, bibliographic data, and DOI links.
Research article / 2026
Free, open-source Python application for reproducible reciprocal-space analysis of STM/EC-STM images, including Bragg-peak localization, substrate-anchored calibration, lattice-vector extraction and uncertainty propagation.
Research article / 2026
Study of amorphous Ge2S3 grown on GaN(0001), combining surface, optical and photoelectron spectroscopy to determine band offsets and type-II band alignment.