Projects
Selected research directions and open tools for microscopy data analysis.
A compact view of the research questions and open tools that shape my work in electron microscopy. The Publications page and linked repositories provide the full record. Agentic tools for microscopy-data analysis are currently in development.
Research
Agentic Microscopy Data Analysis Software
An open-source, cross-platform agentic suite for multimodal electron-microscopy characterization.
PTYKOR Project
A physics-informed reconstruction framework targeting high depth resolution with multi-tilt electron ptychography.
Data-driven and AI-assisted Microscopy Analysis
Turning high-dimensional microscopy data into interpretable spectral, structural, and compositional insight.
TEM-Based Materials Characterization
Connecting nanoscale structure, composition, and phase evolution across functional materials.
Microscopy Data-Processing Workflows
Correlative and dose-efficient workflows connecting acquisition, classification, and reconstruction.
Software
CAETomo
An accessible workflow for turning spectroscopic tilt series into three-dimensional maps.
DR-Assisted Cluster Analysis
Finding meaningful structure in high-dimensional microscopy data without predefined labels.
SENDePSIC
Tools for exploring atomic structure from radial-profile and concurrent 4D-STEM–EDX datasets.
4D-STEM Processing and Visualization
Practical analysis and visualisation tools for four-dimensional STEM datasets.
Python-integrated GMS3 Tools
Bridging Python and DigitalMicrograph for multidimensional STEM data processing in GMS 3.