Magdalena Markovic Juhlin
Associate senior lecturer/Assistant Professor at Department of Earth Sciences; Geophysics
- E-mail:
- magdalena.markovic@geo.uu.se
- Visiting address:
- Geocentrum, Villavägen 16
752 36 Uppsala - Postal address:
- Villavägen 16
752 36 UPPSALA
- CV:
- Download CV
- ORCID:
- 0000-0003-2902-7349
Short presentation
My research mainly focuses on application of reflection seismic method for mineral exploration and targeting across the scale. I have a special interest in utilizing diffraction energy coupled with deep-learning algorithms for direct targeting of mineral deposits, and prototyping next generations of geophysical instrumentation. Within the Smart Exploration Research Center I am in charge of coordinating and tracking the KPIs and innovation.
Keywords
- machine learning
- mineral exploration
- hardrock seismics
- prototypes
- lithospheric-scale science

Publications
Recent publications
Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
Part of Geophysical Prospecting, 2026
- DOI for Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
- Download full text (pdf) of Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
Part of GEUS Bulletin, 2025
- DOI for Seismic investigations of eight geological structures for potential storage of CO2 in Denmark: an introduction
- Download full text (pdf) of Seismic investigations of eight geological structures for potential storage of CO2 in Denmark: an introduction
Geological carbon storage site characterization using a dual element seismic recording technology
Part of Scientific Reports, 2025
- DOI for Geological carbon storage site characterization using a dual element seismic recording technology
- Download full text (pdf) of Geological carbon storage site characterization using a dual element seismic recording technology
Part of First Break, p. 89-93, 2024
Diffraction denoising using self‐supervised learning
Part of Geophysical Prospecting, p. 1215-1225, 2023
- DOI for Diffraction denoising using self‐supervised learning
- Download full text (pdf) of Diffraction denoising using self‐supervised learning
All publications
Articles in journal
Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
Part of Geophysical Prospecting, 2026
- DOI for Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
- Download full text (pdf) of Unsupervised Physics-Guided Deconvolution for High-Resolution Hardrock Seismic Imaging
Part of GEUS Bulletin, 2025
- DOI for Seismic investigations of eight geological structures for potential storage of CO2 in Denmark: an introduction
- Download full text (pdf) of Seismic investigations of eight geological structures for potential storage of CO2 in Denmark: an introduction
Geological carbon storage site characterization using a dual element seismic recording technology
Part of Scientific Reports, 2025
- DOI for Geological carbon storage site characterization using a dual element seismic recording technology
- Download full text (pdf) of Geological carbon storage site characterization using a dual element seismic recording technology
Part of First Break, p. 89-93, 2024
Diffraction denoising using self‐supervised learning
Part of Geophysical Prospecting, p. 1215-1225, 2023
- DOI for Diffraction denoising using self‐supervised learning
- Download full text (pdf) of Diffraction denoising using self‐supervised learning
Part of Near Surface Geophysics, 2023
- DOI for High‐resolution P‐ and S‐wavefield seismic investigations of a quick‐clay site in southwest of Sweden
- Download full text (pdf) of High‐resolution P‐ and S‐wavefield seismic investigations of a quick‐clay site in southwest of Sweden
Part of Solid Earth, p. 917-934, 2022
- DOI for Three-dimensional reflection seismic imaging of the iron oxide deposits in the Ludvika mining area, Sweden, using Fresnel volume migration
- Download full text (pdf) of Three-dimensional reflection seismic imaging of the iron oxide deposits in the Ludvika mining area, Sweden, using Fresnel volume migration
Diffraction pattern recognition using deep semantic segmentation
Part of Near Surface Geophysics, p. 507-518, 2022
- DOI for Diffraction pattern recognition using deep semantic segmentation
- Download full text (pdf) of Diffraction pattern recognition using deep semantic segmentation
Part of Solid Earth, p. 483-502, 2021
- DOI for Sparse 3D reflection seismic survey for deep-targeting iron oxide deposits and their host rocks, Ludvika Mines, Sweden
- Download full text (pdf) of Sparse 3D reflection seismic survey for deep-targeting iron oxide deposits and their host rocks, Ludvika Mines, Sweden
Deep reflection seismic imaging of iron-oxide deposits in the Ludvika mining area of central Sweden
Part of Geophysical Prospecting, p. 7-23, 2020
Comprehensive doctoral thesis
2022