Sheet 04 — research & speaking
Research & speaking
Peer-reviewed work and conference papers — from machine learning on remote-sensing data to the FEM-simulated photonics and MEMS of my doctorate — plus talks and hands-on workshops.
- 2026
Quantifying and Mitigating Uncertainties in Geo-Localization of Objects Using LiDAR and Image Data in Forestry
Wołk, K., Żero, O., Niklewski, J., & Tatara, M. S.
Electronics, 15(11), 2374
DOI 10.3390/electronics15112374 → - 2026
Generative AI and Simulation-Based Data Augmentation for Enhanced Object Detection in Low-Data Forestry Environments
Wołk, K., Avula, R. R., Narkilahti, A., Tatara, M. S., Niklewski, J., & Żero, O.
Forests, 17(3), 302
DOI 10.3390/f17030302 → - 2025
Forestry Segmentation Using Depth Information: A Method for Cost Saving, Preservation, and Accuracy
Wołk, K., Niklewski, J., Tatara, M. S., Kopczyński, M., & Żero, O.
Forests, 16(3), 431
DOI 10.3390/f16030431 → - 2025
Enhancing semantic forestry segmentation through advanced preprocessing with ML models
Wołk, K., Niklewski, J., Kopczyński, M., Tatara, M. S., & Żero, O.
IEEE Access, 13, 98602–98621
DOI 10.1109/ACCESS.2025.35757131 →
- 2012
Sensitivity limits of guided modes in silicon integrated waveguide-based sensors
Żero, O., & Aksnes, A.
Proc. SPIE 8561, Advanced Sensor Systems and Applications V, 85610P
DOI 10.1117/12.999904 → - 2012
Investigation of parallel coupling mechanisms in silicon integrated chip sensors
Żero, O., & Aksnes, A.
Proc. SPIE 8266, Silicon Photonics VII, 826604
DOI 10.1117/12.906650 → - 2010
A novel ultra-planar, long-stroke and low-voltage piezoelectric micromirror
Bakke, T., Vogl, A., Żero, O., Tyholdt, F., Johansen, I.-R., & Wang, D.
Journal of Micromechanics and Microengineering, 20(6), 064010
DOI 10.1088/0960-1317/20/6/064010 →
- 2026
Workshop · Eskadra Bielika (2nd edition)
Bielik.ai & Gemma RAG systems(two sessions)
- 2025
Workshop · Eskadra Bielika
Deploying LLM (Bielik)-based agents(two sessions)
- 2024
Conference · PyData Warsaw
How can you reach an AGI in your garage?
- 2020
Conference · Data Science Summit
Extreme classification in an e-commerce localisation system
- 2021–25
Pro bono · Tech To The Rescue
Data visualisation for Inclusive Churches(https://inclusive-churches.eu/)
