Magdalena Markovic Juhlin
Postdoctoral position 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
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Short presentation
Hello and welcome to my page!
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
- hardrock seismics
- lithospheric-scale science
- machine learning
- mineral exploration
- prototypes
Publications
Selection of publications
- Diffraction denoising using self‐supervised learning (2023)
- Three-dimensional reflection seismic imaging of the iron oxide deposits in the Ludvika mining area, Sweden, using Fresnel volume migration (2022)
- Seismic Exploration Solutions for Deep-Targeting Metallic Mineral Deposits (2022)
- Diffraction pattern recognition using deep semantic segmentation (2022)
- Sparse 3D reflection seismic survey for deep-targeting iron oxide deposits and their host rocks, Ludvika Mines, Sweden (2021)
- Deep reflection seismic imaging of iron-oxide deposits in the Ludvika mining area of central Sweden (2020)
Recent publications
- Smart Exploration Research Centre (2024)
- Diffraction denoising using self‐supervised learning (2023)
- High‐resolution P‐ and S‐wavefield seismic investigations of a quick‐clay site in southwest of Sweden (2023)
- Three-dimensional reflection seismic imaging of the iron oxide deposits in the Ludvika mining area, Sweden, using Fresnel volume migration (2022)
- Seismic Exploration Solutions for Deep-Targeting Metallic Mineral Deposits (2022)
All publications
Articles
- Smart Exploration Research Centre (2024)
- Diffraction denoising using self‐supervised learning (2023)
- High‐resolution P‐ and S‐wavefield seismic investigations of a quick‐clay site in southwest of Sweden (2023)
- Three-dimensional reflection seismic imaging of the iron oxide deposits in the Ludvika mining area, Sweden, using Fresnel volume migration (2022)
- Diffraction pattern recognition using deep semantic segmentation (2022)
- Sparse 3D reflection seismic survey for deep-targeting iron oxide deposits and their host rocks, Ludvika Mines, Sweden (2021)
- Deep reflection seismic imaging of iron-oxide deposits in the Ludvika mining area of central Sweden (2020)
Books
